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@inproceedings{DBLP:conf/mlsp/AbaciY24,
author = {Bahri Abaci and
Seniha Esen Y{\"{u}}ksel},
title = {Integrating Visible Light for Enhanced Thermal Imaging: Parameterized
Scene-Based Non-Uniformity Correction},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734823},
doi = {10.1109/MLSP58920.2024.10734823},
timestamp = {Sun, 19 Jan 2025 13:17:34 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/AbaciY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AbeerJUY24,
author = {A. N. M. Nafiz Abeer and
Sanket R. Jantre and
Nathan M. Urban and
Byung{-}Jun Yoon},
title = {Leveraging Active Subspaces to Capture Epistemic Model Uncertainty
in Deep Generative Models for Molecular Design},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734787},
doi = {10.1109/MLSP58920.2024.10734787},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/AbeerJUY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AwadAA24,
author = {Akram S. Awad and
Shuchin Aeron and
George K. Atia},
title = {Distributionally Robust Domain Adaptation via Optimal Transport},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734802},
doi = {10.1109/MLSP58920.2024.10734802},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/AwadAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BadeaD24,
author = {Theodor{-}Adrian Badea and
Bogdan Dumitrescu},
title = {DualGCN: {A} Convolutional Network for Anomaly Detection in Directed
Graphs Based on Symmetrized and Skew-Symmetrized Laplacians},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734779},
doi = {10.1109/MLSP58920.2024.10734779},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BadeaD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BaouebBJR24,
author = {Teysir Baoueb and
Xiaoyu Bie and
Hicham Janati and
Ga{\"{e}}l Richard},
title = {Wavetransfer: {A} Flexible End-to-End Multi-Instrument Timbre Transfer
with Diffusion},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734786},
doi = {10.1109/MLSP58920.2024.10734786},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BaouebBJR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BasheerDM24,
author = {Ramzan Basheer and
Amir Hossein Daraie and
Deepak Mishra},
title = {Hypercube-S4GNN: {A} Multi-Edge Graph Approach Using State Space Models
on Multivariate {EEG} for Seizure Detection},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734832},
doi = {10.1109/MLSP58920.2024.10734832},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BasheerDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BereyhiLBA24,
author = {Ali Bereyhi and
Ben Liang and
Gary Boudreau and
Ali Afana},
title = {Novel Gradient Sparsification Algorithm via Bayesian Inference},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734719},
doi = {10.1109/MLSP58920.2024.10734719},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BereyhiLBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BhattacharjeeT24,
author = {Payel Bhattacharjee and
Ravi Tandon},
title = {Adaptive Privacy for Differentially Private Causal Graph Discovery},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734773},
doi = {10.1109/MLSP58920.2024.10734773},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BhattacharjeeT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BoerkampVA24,
author = {Christiaan Boerkamp and
Steven van der Vlugt and
Zaid Al{-}Ars},
title = {Tina: Acceleration of Non-NN Signal Processing Algorithms Using {NN}
Accelerators},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734727},
doi = {10.1109/MLSP58920.2024.10734727},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BoerkampVA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BroganKTJA24,
author = {Joel Brogan and
Olivera Kotevska and
Anibely Torres and
Sumit Jha and
Mark Adams},
title = {Improving Robustness of Spectrogram Classifiers with Neural Stochastic
Differential Equations},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734825},
doi = {10.1109/MLSP58920.2024.10734825},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/BroganKTJA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CappellazzoFBR24,
author = {Umberto Cappellazzo and
Daniele Falavigna and
Alessio Brutti and
Mirco Ravanelli},
title = {Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734776},
doi = {10.1109/MLSP58920.2024.10734776},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/CappellazzoFBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CarpentieroMVS24,
author = {Marco Carpentiero and
Vincenzo Matta and
Stefan Vlaski and
Ali H. Sayed},
title = {Decentralized Fusion of Experts Over Networks},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734793},
doi = {10.1109/MLSP58920.2024.10734793},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/CarpentieroMVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChandraR24,
author = {Shilpa Chandra and
Padmanabhan Rajan},
title = {Is That Me? Using Speaker Identity to Detect Fake Speech},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734836},
doi = {10.1109/MLSP58920.2024.10734836},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChandraR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChangBKD24,
author = {Sungkyun Chang and
Emmanouil Benetos and
Holger Kirchhoff and
Simon Dixon},
title = {YourMT3+: Multi-Instrument Music Transcription with Enhanced Transformer
Architectures and Cross-Dataset {STEM} Augmentation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734819},
doi = {10.1109/MLSP58920.2024.10734819},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChangBKD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChenTY24,
author = {Weixuan Chen and
Shunpu Tang and
Qianqian Yang},
title = {Enhancing Image Privacy in Semantic Communication over Wiretap Channels
Leveraging Differential Privacy},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734725},
doi = {10.1109/MLSP58920.2024.10734725},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChenTY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChoiKP24,
author = {Jinho Choi and
Sivaram Krishnan and
Jihong Park},
title = {Koopman Autoencoder Via Singular Value Decomposition for Data-Driven
Long-Term Prediction},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734828},
doi = {10.1109/MLSP58920.2024.10734828},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChoiKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChoudharyMB24,
author = {Shubham Choudhary and
Paul Masset and
Demba Ba},
title = {Self Supervised Dictionary Learning Using Kernel Matching},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734736},
doi = {10.1109/MLSP58920.2024.10734736},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChoudharyMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChuCCQ24,
author = {Zhihang Chu and
Changyue Chen and
Wei Chen and
Zhijin Qin},
title = {Deep Learning-Based {CTU} Splitting and Dynamic {GOP} Adjusting for
Semantic Aware Video Compression},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734751},
doi = {10.1109/MLSP58920.2024.10734751},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ChuCCQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CicchettiGPCBC24,
author = {Giordano Cicchetti and
Eleonora Grassucci and
Jihong Park and
Jinho Choi and
Sergio Barbarossa and
Danilo Comminiello},
title = {Language-Oriented Semantic Latent Representation for Image Transmission},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734812},
doi = {10.1109/MLSP58920.2024.10734812},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/CicchettiGPCBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DacheVG24,
author = {Alexandra Dache and
Arnaud Vandaele and
Nicolas Gillis},
title = {Orthogonal Symmetric Nonnegative Matrix Tri-Factorization},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734715},
doi = {10.1109/MLSP58920.2024.10734715},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DacheVG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DominguezCidKMBLL24,
author = {Samuel Dom{\'{\i}}nguez{-}Cid and
Joshin Krishnan and
Rohan T. Money and
Baltasar Beferull{-}Lozano and
D. F. Larios and
Carlos Le{\'{o}}n},
title = {Graph-Vector Autorregressive Model for Lithium-Ion Cell Capacity Estimation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734722},
doi = {10.1109/MLSP58920.2024.10734722},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DominguezCidKMBLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DordoniMFFBM24,
author = {Luca Dordoni and
Andrea Migliorati and
Giulia Fracastoro and
Sophie M. Fosson and
Tiziano Bianchi and
Enrico Magli},
title = {Sparsification of Deep Neural Networks via Ternary Quantization},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734714},
doi = {10.1109/MLSP58920.2024.10734714},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DordoniMFFBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DorszewskiTH24,
author = {Teresa Dorszewski and
Lenka Tetkov{\'{a}} and
Lars Kai Hansen},
title = {Convexity Based Pruning of Speech Representation Models},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734716},
doi = {10.1109/MLSP58920.2024.10734716},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DorszewskiTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/DouwesS24,
author = {Constance Douwes and
Romain Serizel},
title = {Normalizing Energy Consumption for Hardware-Independent Evaluation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734733},
doi = {10.1109/MLSP58920.2024.10734733},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/DouwesS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ErepCES24,
author = {Thierry Roland Baban A Erep and
Lotfi Cha{\^{a}}ri and
Pierre Ele and
Eugene Sobngwi},
title = {ESeNet-D : Efficient Semantic Segmentation for RGB-Depth Food Images},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734761},
doi = {10.1109/MLSP58920.2024.10734761},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ErepCES24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/EsmaeilzehiRZA24,
author = {Alireza Esmaeilzehi and
Mohammad Javad Rajabi and
Hossein Zaredar and
M. Omair Ahmad},
title = {DisCrossFormer: {A} Deep Light-Weight Image Super Resolution Network
Using Disentangled Visual Signal Processing and Correlated Cross-Attention
Transformer Operation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734781},
doi = {10.1109/MLSP58920.2024.10734781},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/EsmaeilzehiRZA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/EssafriCS24,
author = {M'hamed Essafri and
Luca Calatroni and
Emmanuel Soubies},
title = {On {\textdollar}{\textbackslash}ell{\_}\{0\}{\textdollar} Bregman-Relaxations
for Kullback-Leibler Sparse Regressionx},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734806},
doi = {10.1109/MLSP58920.2024.10734806},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/EssafriCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FalcoLCRP24,
author = {Francesca De Falco and
Leonardo Lavagna and
Andrea Ceschini and
Antonello Rosato and
Massimo Panella},
title = {Evolving Hybrid Quantum-Classical {GRU} Architectures for Multivariate
Time Series},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734792},
doi = {10.1109/MLSP58920.2024.10734792},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FalcoLCRP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FanCSS24,
author = {Zijian Fan and
Xinwei Cao and
Giampiero Salvi and
Torbj{\o}rn Svendsen},
title = {Towards Better Recognition of Spontaneous Children's Speech: Speaker-Clustering
Fine-Tuning of Whisper},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734799},
doi = {10.1109/MLSP58920.2024.10734799},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FanCSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FangLL24,
author = {Chun{-}Ting Fang and
Tsung{-}Jung Liu and
Kuan{-}Hsien Liu},
title = {Enhanced Feature Extraction and Attention Mechanisms for Micro-Expression
Recognition},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734789},
doi = {10.1109/MLSP58920.2024.10734789},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FangLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FaraggiSREP24,
author = {Victor Faraggi and
Jorge F. Silva and
Camilo Ram{\'{\i}}rez and
Alvaro Ega{\~{n}}a and
Eduardo Pavez},
title = {Characterizing Probabilistic Structure in Learning Using Information
Sufficiency},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734735},
doi = {10.1109/MLSP58920.2024.10734735},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FaraggiSREP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FernandezAlcalaNJTR24,
author = {Rosa M. Fern{\'{a}}ndez{-}Alcal{\'{a}} and
Jes{\'{u}}s Navarro{-}Moreno and
Jos{\'{e}} D. Jim{\'{e}}nez{-}L{\'{o}}pez and
Clive Cheong Took and
Juan Carlos Ruiz{-}Molina},
title = {A {\textdollar}{\textbackslash}mathbb\{T\} -{\textbackslash}text\{Proper\}{\textdollar}
Karhunen-Loeve Expansion and its Application to the Problem of Simulation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734774},
doi = {10.1109/MLSP58920.2024.10734774},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FernandezAlcalaNJTR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FernselKD24,
author = {Pascal Fernsel and
Zeljko Kereta and
Alexander Denker},
title = {Convergence Properties of Score-Based Models for Linear Inverse Problems
Using Graduated Optimisation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734770},
doi = {10.1109/MLSP58920.2024.10734770},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FernselKD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/FuXWWW24,
author = {Weiqi Fu and
Lianming Xu and
Xin Wu and
Haoyang Wei and
Li Wang},
title = {Multimodal Generative Semantic Communication Based on Latent Diffusion
Model},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734744},
doi = {10.1109/MLSP58920.2024.10734744},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/FuXWWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GallegoVinarasMPBOM24,
author = {Lorena Gallego{-}Vi{\~{n}}ar{\'{a}}s and
Anna Michela{-}Gaeta and
Gerard Pinol{-}Ripoll and
Ferr{\'{a}}n Barb{\'{e}} and
Pablo M. Olmos and
Arrate Mu{\~{n}}oz{-}Barrutia},
title = {Calibration Methods for Alzheimer Disease Detection},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734829},
doi = {10.1109/MLSP58920.2024.10734829},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GallegoVinarasMPBOM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GharbiVCPD24,
author = {Mouna Gharbi and
Silvia Villa and
Emilie Chouzenoux and
Jean{-}Christophe Pesquet and
Laurent Duval},
title = {Unrolled Deep Networks for Sparse Signal Restoration in Analytical
Chemistry},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734838},
doi = {10.1109/MLSP58920.2024.10734838},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GharbiVCPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GhorbaniRT24,
author = {Ramin Ghorbani and
Marcel J. T. Reinders and
David M. J. Tax},
title = {{RESTAD:} Reconstruction and Similarity Based Transformer for Time
Series Anomaly Detection},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734755},
doi = {10.1109/MLSP58920.2024.10734755},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GhorbaniRT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GlitzaBM24,
author = {Rene Glitza and
Luca Becker and
Rainer Martin},
title = {Unsupervised Anomalous Sound Detection Using Loss-Weighted Clustered
Federated Pre-Training},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734732},
doi = {10.1109/MLSP58920.2024.10734732},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GlitzaBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GoncalvesBN24,
author = {Vagner Mendon{\c{c}}a Gon{\c{c}}alves and
Leila C. C. Bergamasco and
F{\'{a}}tima L. S. Nunes},
title = {3D Hough Transform-Based Left Ventricle 3D Object Classification for
Cardiomyopathy Diagnosis},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734784},
doi = {10.1109/MLSP58920.2024.10734784},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GoncalvesBN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GrovaMPVP24,
author = {Marco A. Montes Grova and
Vasileios Mygdalis and
Francisco Javier P{\'{e}}rez{-}Grau and
Antidio Viguria and
Ioannis Pitas},
title = {Photoconsistent and Trajectory Guided Novel-View Synthesis Tool for
{UAV} Cinematography Based on Autoregressive Transformers},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734750},
doi = {10.1109/MLSP58920.2024.10734750},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GrovaMPVP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GuoY24,
author = {Jia Guo and
Chenyang Yang},
title = {A Size-Generalizable Graph Neural Network for Learning Multi-User
Multi-Stream {MIMO} Precoding},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734785},
doi = {10.1109/MLSP58920.2024.10734785},
timestamp = {Thu, 19 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/GuoY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HaitsiukevichPMI24,
author = {Katsiaryna Haitsiukevich and
Onur Poyraz and
Pekka Marttinen and
Alexander Ilin},
title = {Diffusion Models as Probabilistic Neural Operators for Recovering
Unobserved States of Dynamical Systems},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734762},
doi = {10.1109/MLSP58920.2024.10734762},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HaitsiukevichPMI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HasanzadehV24,
author = {Navid Hasanzadeh and
Shahrokh Valaee},
title = {Enhancing Generalization in Human Activity Recognition Through Improved
{WI-FI} Channel State Information Phase Processing and Antenna Pair
Selection},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734771},
doi = {10.1109/MLSP58920.2024.10734771},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HasanzadehV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HeA24,
author = {Yicong He and
George K. Atia},
title = {Heterogeneous Tensor Domain Adaptation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734808},
doi = {10.1109/MLSP58920.2024.10734808},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HeA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HeidariI24,
author = {Negar Heidari and
Alexandros Iosifidis},
title = {Learning Diversified Feature Representations for Facial Expression
Recognition in the Wild},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734790},
doi = {10.1109/MLSP58920.2024.10734790},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HeidariI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HerdtM24,
author = {Rudolf Herdt and
Peter Maass},
title = {Visualize and Paint {GAN} Activations},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734757},
doi = {10.1109/MLSP58920.2024.10734757},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HerdtM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HuangL24,
author = {Haoxiang Huang and
Yanzhen Liu},
title = {Attention-Aware Neuromorphic Semantic Communications},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734731},
doi = {10.1109/MLSP58920.2024.10734731},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/HuangL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/IdreesAR24,
author = {Basil M. Idrees and
Lavish Arora and
Ketan Rajawat},
title = {Non-Convex Constrained Stochastic Successive Convex Approximation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734740},
doi = {10.1109/MLSP58920.2024.10734740},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/IdreesAR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/IqbalACBS24,
author = {Sahel Iqbal and
Hany Abdulsamad and
Tripp Cator and
Ulisses Braga{-}Neto and
Simo S{\"{a}}rkk{\"{a}}},
title = {Parallel-in-Time Probabilistic Solutions for Time-Dependent Nonlinear
Partial Differential Equations},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734739},
doi = {10.1109/MLSP58920.2024.10734739},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/IqbalACBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ItoOI24,
author = {Rikuto Ito and
Yasuhiro Oikawa and
Kenji Ishikawa},
title = {Tomographic Reconstruction of Sound Field From Optical Projections
Using Physics-Informed Neural Networks},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734743},
doi = {10.1109/MLSP58920.2024.10734743},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ItoOI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/JiangWLJ24,
author = {Peiwen Jiang and
Chao{-}Kai Wen and
Xiao Li and
Shi Jin},
title = {Adaptive Semantic Image Transmission Using Generative Foundation Model},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734720},
doi = {10.1109/MLSP58920.2024.10734720},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/JiangWLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/JuvenAM24,
author = {Alexis Juven and
Marie{-}H{\'{e}}l{\`{e}}ne Aumeunier and
Julien Marot},
title = {Generative Models and Simulation to Assess Uncertainties for Tokamak
Infrared Thermography},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734728},
doi = {10.1109/MLSP58920.2024.10734728},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/JuvenAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KadowakiY24,
author = {Ryotaro Kadowaki and
Masahiro Yukawa},
title = {Limes-SVM: {A} Robust Classification Approach Bridging Soft-Margin
and Hard-Margin {SVMS}},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734795},
doi = {10.1109/MLSP58920.2024.10734795},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KadowakiY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KanekoKYHHT24,
author = {Reina Kaneko and
Hayate Kojima and
Kenta Yanagiya and
Junya Hara and
Hiroshi Higashi and
Yuichi Tanaka},
title = {Multiscale Graph Construction Using Non-Local Cluster Features},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734767},
doi = {10.1109/MLSP58920.2024.10734767},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KanekoKYHHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KatsikasPT24,
author = {Dimitrios Katsikas and
Nikolaos Passalis and
Anastasios Tefas},
title = {Bi-Directional Knowledge Transfer For Continual Deep Reinforcement
Learning in Financial Trading},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734752},
doi = {10.1109/MLSP58920.2024.10734752},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KatsikasPT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KerbyWM24,
author = {Thomas J. Kerby and
Teresa White and
Kevin R. Moon},
title = {Learning Local Higher-Order Interactions with Total Correlation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734758},
doi = {10.1109/MLSP58920.2024.10734758},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KerbyWM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KeshavarzianV24,
author = {Alireza Keshavarzian and
Shahrokh Valaee},
title = {Hiervar: {A} Hierarchical Feature Selection Method for Time Series
Analysis},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734772},
doi = {10.1109/MLSP58920.2024.10734772},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KeshavarzianV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/KolliasKHUT24,
author = {Georgios Kollias and
Vassilis Kalantzis and
Lior Horesh and
Shashanka Ubaru and
Panagiotis A. Traganitis},
title = {Counting Triangles of Graphs via Matrix Partitioning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734796},
doi = {10.1109/MLSP58920.2024.10734796},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/KolliasKHUT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LangloisJ24,
author = {Quentin Langlois and
S{\'{e}}bastien Jodogne},
title = {Embeddings for Motor Imagery Classification},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734730},
doi = {10.1109/MLSP58920.2024.10734730},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LangloisJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LefebvreVG24,
author = {Joakim Lefebvre and
Arnaud Vandaele and
Nicolas Gillis},
title = {Component-Wise Squared Factorization},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734803},
doi = {10.1109/MLSP58920.2024.10734803},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LefebvreVG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiuLL24,
author = {Kuan{-}Hsien Liu and
Wen{-}Ren Liu and
Tsung{-}Jung Liu},
title = {{SWP:} {A} Stage-Weighted Pooling Based Convolutional Neural Networks
for Facial Expression Recognition in the Wild},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734814},
doi = {10.1109/MLSP58920.2024.10734814},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LiuLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiuYLJ24,
author = {Guowei Liu and
Hao Ye and
Le Liang and
Shi Jin},
title = {{V2I} Interference Management for Collaborative Perception Based on
Hierarchical Reinforcement Learning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734834},
doi = {10.1109/MLSP58920.2024.10734834},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LiuYLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LiuZL24,
author = {Haosen Liu and
Yunping Zhang and
Edmund Y. Lam},
title = {Photon-Limited Imaging with Quanta Image Sensors Via an Unsupervised
Learning Framework},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734798},
doi = {10.1109/MLSP58920.2024.10734798},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LiuZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LopezUC24,
author = {Eleonora Lopez and
Aurelio Uncini and
Danilo Comminiello},
title = {Hierarchical Hypercomplex Network for Multimodal Emotion Recognition},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734815},
doi = {10.1109/MLSP58920.2024.10734815},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LopezUC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LuBM24,
author = {Yu Lu and
Kevin Bui and
Roummel F. Marcia},
title = {Negative Binomial Matrix Completion},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734831},
doi = {10.1109/MLSP58920.2024.10734831},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LuBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MadsenSLLH24,
author = {Anders Gj{\o}lbye Madsen and
Lina Skerath and
William Theodor Lehn{-}Schi{\o}ler and
Nicolas Langer and
Lars Kai Hansen},
title = {Speed: Scalable Preprocessing of {EEG} Data for Self-Supervised Learning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734749},
doi = {10.1109/MLSP58920.2024.10734749},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MadsenSLLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MarthoglouVD24,
author = {Konstantinos Marthoglou and
Nicholas Vretos and
Petros Daras},
title = {Variational Structure Learning for Semi-Supervised Classification},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734777},
doi = {10.1109/MLSP58920.2024.10734777},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MarthoglouVD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MeiNLNCSC24,
author = {Xinhao Mei and
Varun Nagaraja and
Ga{\"{e}}l Le Lan and
Zhaoheng Ni and
Ernie Chang and
Yangyang Shi and
Vikas Chandra},
title = {Foleygen: Visually-Guided Audio Generation},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734721},
doi = {10.1109/MLSP58920.2024.10734721},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MeiNLNCSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MiglioratiFFBM24,
author = {Andrea Migliorati and
Giulia Fracastoro and
Sophie M. Fosson and
Tiziano Bianchi and
Enrico Magli},
title = {ConQ: Binary Quantization of Neural Networks via Concave Regularization},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734837},
doi = {10.1109/MLSP58920.2024.10734837},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MiglioratiFFBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MontesumaSM24,
author = {Eduardo Fernandes Montesuma and
Stevan Le Stanc and
Fred Ngol{\`{e}} Mboula},
title = {Online Multi-Source Domain Adaptation Through Gaussian Mixtures and
Dataset Dictionary Learning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734818},
doi = {10.1109/MLSP58920.2024.10734818},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MontesumaSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MooreIAT24,
author = {Karl Moore and
Shamahil Ibunu and
Stephen R. Alty and
Clive Cheong Took},
title = {Collaborative Learning for Incremental Classification of {EMG} Signals},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734805},
doi = {10.1109/MLSP58920.2024.10734805},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MooreIAT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/MoreauBSPD24,
author = {Alexandre Moreau and
Ang{\'{e}}lique Bouchard and
Cem Subakan and
Guillaume Painchaud{-}April and
Alain Le Duff},
title = {Convolutional Neural Network-Based Reconstruction of Binarized Ultrasound
Data for Non-Destructive Testing},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734788},
doi = {10.1109/MLSP58920.2024.10734788},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/MoreauBSPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NaikUJMS24,
author = {Salil Naik and
Glen S. Uehara and
Kristen Jaskie and
Leslie Miller and
Andreas Spanias},
title = {Quantum Positive Unlabeled Learning Algorithms with Applications to
Energy},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734794},
doi = {10.1109/MLSP58920.2024.10734794},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NaikUJMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NehaB24,
author = {Fnu Neha and
Arvind K. Bansal},
title = {Convnext-PCA: {A} Parameter-Efficient Model for Accurate Kidney Abnormality
Classification},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734811},
doi = {10.1109/MLSP58920.2024.10734811},
timestamp = {Tue, 24 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NehaB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NguyenJAIB24,
author = {Thuan Nguyen and
Ruijie Jiang and
Shuchin Aeron and
Prakash Ishwar and
D. Richard Brown},
title = {On Neural Collapse in Contrastive Learning with Imbalanced Datasets},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734809},
doi = {10.1109/MLSP58920.2024.10734809},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NguyenJAIB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NiAWMR24,
author = {Shuang Ni and
Adrien Aumon and
Guy Wolf and
Kevin R. Moon and
Jake S. Rhodes},
title = {Enhancing Supervised Visualization Through Autoencoder and Random
Forest Proximities for Out-of-Sample Extension},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734764},
doi = {10.1109/MLSP58920.2024.10734764},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NiAWMR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NieLMM24,
author = {Jingping Nie and
Ran Liu and
Behrooz Mahasseni and
Vikramjit Mitra},
title = {Model-Driven Heart Rate Estimation and Heart Murmur Detection Based
On Phonocardiogram},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734726},
doi = {10.1109/MLSP58920.2024.10734726},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NieLMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/NigroNK24,
author = {Michael Nigro and
Binh P. Nguyen and
Sridhar Krishnan},
title = {Comparison of Hand-Crafted and Deep Features Towards Explainable {AI}
at the Edge for Analysis of Audio Scenes},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734782},
doi = {10.1109/MLSP58920.2024.10734782},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/NigroNK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/OrtizBouzaA24,
author = {Meiby Ortiz{-}Bouza and
Selin Aviyente},
title = {Discriminative Community Detection for Multiplex Networks},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734717},
doi = {10.1109/MLSP58920.2024.10734717},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/OrtizBouzaA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/OskouieMK24,
author = {Haniyeh Ehsani Oskouie and
Mohammad{-}Shahram Moin and
Shohreh Kasaei},
title = {Attack on Scene Flow Using Point Clouds},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734756},
doi = {10.1109/MLSP58920.2024.10734756},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/OskouieMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PaulN24,
author = {Vlad S. Paul and
Philip A. Nelson},
title = {Singular Value Decomposition for the Efficient Design of Neural Networks},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734821},
doi = {10.1109/MLSP58920.2024.10734821},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PaulN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/PolyzosTSG24,
author = {Konstantinos D. Polyzos and
Panagiotis A. Traganitis and
Manish Kumar Singh and
Georgios B. Giannakis},
title = {Ensembles of Informative Representations for Self-Supervised Learning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734769},
doi = {10.1109/MLSP58920.2024.10734769},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/PolyzosTSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/QayyumLUQY24,
author = {Alif Bin Abdul Qayyum and
Xihaier Luo and
Nathan M. Urban and
Xiaoning Qian and
Byung{-}Jun Yoon},
title = {Implicit Neural Representations for Simultaneous Reduction and Continuous
Reconstruction of Multi-Altitude Climate Data},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734742},
doi = {10.1109/MLSP58920.2024.10734742},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/QayyumLUQY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RaymondVS24,
author = {Matt Raymond and
Angela Violi and
Clayton Scott},
title = {Joint Optimization of Piecewise Linear Ensembles},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734791},
doi = {10.1109/MLSP58920.2024.10734791},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/RaymondVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RuanQGGZ24,
author = {Chengyao Ruan and
Yuhao Qi and
Yingmeng Ge and
Ziyi Gong and
Zaichen Zhang},
title = {Low Complexity Orthogonal Matching Pursuit Based Channel Estimation
in mmWave Massive {MIMO} Systems},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734826},
doi = {10.1109/MLSP58920.2024.10734826},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/RuanQGGZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/RunkelBS24,
author = {Christina Runkel and
Ander Biguri and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Continuous Learned Primal Dual},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734760},
doi = {10.1109/MLSP58920.2024.10734760},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/RunkelBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SahotaRJAS24,
author = {Amarpal Sahota and
Amber Roguski and
Matthew W. Jones and
Zahraa S. Abdallah and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez},
title = {Investigating Brain Connectivity and Regional Statistics from {EEG}
for Early Stage Parkinson's Classification},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734737},
doi = {10.1109/MLSP58920.2024.10734737},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SahotaRJAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Sanchez24,
author = {Victor Sanchez},
title = {Prediction of Imaging Data Based on Signal Processing Boosted by Neural
Networks with Continual Learning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734833},
doi = {10.1109/MLSP58920.2024.10734833},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/Sanchez24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SaxenaA24,
author = {Kavya Ranjan Saxena and
Vipul Arora},
title = {Meta-Learning-Based Supervised Domain Adaptation for Melody Extraction},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734810},
doi = {10.1109/MLSP58920.2024.10734810},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SaxenaA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SchiappacasseWHCCT24,
author = {Stefano Schiappacasse and
Taco de Wolff and
Yann Henaut and
Regina Cervera and
Aviva Charles and
Felipe A. Tobar},
title = {Detection of Manatee Vocalisations Using the Audio Spectrogram Transformer},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734816},
doi = {10.1109/MLSP58920.2024.10734816},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SchiappacasseWHCCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ShaoLZ24,
author = {Jiawei Shao and
Teng Li and
Jun Zhang},
title = {Task-Oriented Communication for Vehicle-to-Infrastructure Cooperative
Perception},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734780},
doi = {10.1109/MLSP58920.2024.10734780},
timestamp = {Mon, 13 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ShaoLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SharmaIR24,
author = {Shivangi Dubey Sharma and
Basil M. Idrees and
Ketan Rajawat},
title = {Analysis of Decentralized Stochastic Successive Convex Approximation
for Composite Non-Convex Problems},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734827},
doi = {10.1109/MLSP58920.2024.10734827},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SharmaIR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ShengYLJ24,
author = {Yucheng Sheng and
Hao Ye and
Le Liang and
Shi Jin},
title = {Semantic Communication for Cooperative Perception with {HARQ}},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734724},
doi = {10.1109/MLSP58920.2024.10734724},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ShengYLJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SiromaniYD24,
author = {Daniel Siromani and
Di You and
Pier Luigi Dragotti},
title = {A Hallucination Metric and Correction Scheme for Diffusion-Based Image
Restoration},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734729},
doi = {10.1109/MLSP58920.2024.10734729},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SiromaniYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/StriletchiSS24,
author = {Vlad Striletchi and
Cosmin Striletchi and
Adriana Stan},
title = {{TBDM-NET:} Bidirectional Dense Networks with Gender Information for
Speech Emotion Recognition},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734746},
doi = {10.1109/MLSP58920.2024.10734746},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/StriletchiSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SunCSQHLA24,
author = {Zhongwen Sun and
Wei Chen and
Yuxuan Sun and
Xiaoqi Qin and
Tianwei Hou and
Lun Li and
Bo Ai},
title = {Deep Learning-Based Grant-Free Massive Access with Age-of-Information
Minimization},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734800},
doi = {10.1109/MLSP58920.2024.10734800},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SunCSQHLA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/TalebiM24,
author = {Sayed Pouria Talebi and
Danilo P. Mandic},
title = {On the Dynamics of Multiagent Nonlinear Filtering and Learning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734830},
doi = {10.1109/MLSP58920.2024.10734830},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/TalebiM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Tugnait24,
author = {Jitendra K. Tugnait},
title = {Conditional Independence Graph Estimation from Multi-Attribute Dependent
Time Series},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734734},
doi = {10.1109/MLSP58920.2024.10734734},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/Tugnait24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/VafeiadisWCDDVM24,
author = {Anastasios Vafeiadis and
Nick van de Waterlaat and
Clement Castel and
Bruno Defraene and
Gerardo Daalderop and
Sebastian Vogel and
Christophe Macours},
title = {Ultra-Low Memory Speech Denoising using Quantization-Aware Neural
Architecture Search},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734824},
doi = {10.1109/MLSP58920.2024.10734824},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/VafeiadisWCDDVM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/VasilescuNP24,
author = {Vlad Vasilescu and
Ana Neacsu and
Jean{-}Christophe Pesquet},
title = {Are Almost Non-Negative Neural Networks Universal Approximators?},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734768},
doi = {10.1109/MLSP58920.2024.10734768},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/VasilescuNP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WadaHA24,
author = {Takumi Wada and
Sunao Hara and
Masanobu Abe},
title = {Explicit Prosody Control to Realize Discourse Focus in End-to-End
Text-to-Speech},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734738},
doi = {10.1109/MLSP58920.2024.10734738},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WadaHA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangBR24,
author = {Xiaoyu Wang and
Martin Benning and
Audrey Repetti},
title = {A Lifted Bregman Strategy for Training Unfolded Proximal Neural Network
Gaussian Denoisers},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734766},
doi = {10.1109/MLSP58920.2024.10734766},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangCZ24,
author = {Haotian Wang and
Zijian Cao and
Hua Zhang},
title = {Semantic-Aware Image Compression Architecture for Semantic Communication},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734822},
doi = {10.1109/MLSP58920.2024.10734822},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangDL24,
author = {Shixiong Wang and
Wei Dai and
Geoffrey Ye Li},
title = {Distributionally Robust Outlier-Aware Receive Beamforming},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734797},
doi = {10.1109/MLSP58920.2024.10734797},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangLH24,
author = {Ren Wang and
Yuxuan Li and
Alfred O. Hero III},
title = {Deep Adversarial Defense Against Multilevel {\textdollar}-{\textbackslash}ell{\_}\{P\}{\textdollar}
Attacks},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734748},
doi = {10.1109/MLSP58920.2024.10734748},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangTW24,
author = {Chieh{-}En Wang and
Yu{-}Shan Tai and
An{-}Yeu Wu},
title = {{FQ4DM:} Full Quantization for Diffusion Model},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734817},
doi = {10.1109/MLSP58920.2024.10734817},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangTW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangWWL24,
author = {Tianxin Wang and
Shuo Wang and
Xudong Wang and
Geoffrey Ye Li},
title = {Collaborative Learning for Less Online Retraining of Neural Receivers},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734801},
doi = {10.1109/MLSP58920.2024.10734801},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WangXMK24,
author = {Hang Wang and
Zhen Xiang and
David J. Miller and
George Kesidis},
title = {Improved Activation Clipping for Universal Backdoor Mitigation and
Test-Time Detection},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734765},
doi = {10.1109/MLSP58920.2024.10734765},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WangXMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WedenborgHBEPRGSM24,
author = {Anna Emilie J. Wedenborg and
Michael Alexander Harborg and
Andreas Bigom and
Oliver Elmgreen and
Marcus Presutti and
Andreas R{\aa}skov and
Fumiko Kano Gl{\"{u}}ckstad and
Mikkel N. Schmidt and
Morten M{\o}rup},
title = {Modeling Human Responses by Ordinal Archetypal Analysis},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734804},
doi = {10.1109/MLSP58920.2024.10734804},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WedenborgHBEPRGSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/WuZWL24,
author = {Jingqian Wu and
Shuo Zhu and
Chutian Wang and
Edmund Y. Lam},
title = {{EV-GS:} Event-Based Gaussian Splatting for Efficient and Accurate
Radiance Field Rendering},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734753},
doi = {10.1109/MLSP58920.2024.10734753},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/WuZWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/XuSWWP24,
author = {Xuenan Xu and
Arshdeep Singh and
Mengyue Wu and
Wenwu Wang and
Mark D. Plumbley},
title = {Investigating Passive Filter Pruning for Efficient CNN-Transformer
Audio Captioning},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734745},
doi = {10.1109/MLSP58920.2024.10734745},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/XuSWWP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YiKL24,
author = {Peng Yi and
Xin Kang and
Ying{-}Chang Liang},
title = {Integrated Communication and Computation-Enabled Cooperative Spectrum
Sensing with the Mamba Network},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734783},
doi = {10.1109/MLSP58920.2024.10734783},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YiKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YoshidaY24,
author = {Kohei Yoshida and
Masahiro Yukawa},
title = {Robust Method for Network Topology Identification Under Structural
Equation Model},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734807},
doi = {10.1109/MLSP58920.2024.10734807},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YoshidaY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YuanCLLXJCPW24,
author = {Yi Yuan and
Zhuo Chen and
Xubo Liu and
Haohe Liu and
Xuenan Xu and
Dongya Jia and
Yuanzhe Chen and
Mark D. Plumbley and
Wenwu Wang},
title = {{T-CLAP:} Temporal-Enhanced Contrastive Language-Audio Pretraining},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734763},
doi = {10.1109/MLSP58920.2024.10734763},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YuanCLLXJCPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YudayevFB24,
author = {Maxim Yudayev and
Benjamin Filtjens and
Josep Balasch},
title = {{RT-ST-GCN:} Enabling Realtime Continual Inference at the Edge},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734754},
doi = {10.1109/MLSP58920.2024.10734754},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YudayevFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YunC24,
author = {Hyung Sup Yun and
Il Yong Chun},
title = {Improving Light Field Reconstruction from Limited Focal Stack Using
Diffusion Models},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734835},
doi = {10.1109/MLSP58920.2024.10734835},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/YunC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhangFS24,
author = {Jincheng Zhang and
Gy{\"{o}}rgy Fazekas and
Charalampos Saitis},
title = {Composer Style-Specific Symbolic Music Generation using Vector Quantized
Discrete Diffusion Models},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734713},
doi = {10.1109/MLSP58920.2024.10734713},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhangFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhangJZ24,
author = {Yidi Zhang and
Ming Jiang and
Chunming Zhao},
title = {Constellation Design with Metaheuristic Deep Learning for Future Wireless
Networks},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734778},
doi = {10.1109/MLSP58920.2024.10734778},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhangJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhaoYYHSZ24,
author = {Zhouxiang Zhao and
Zhaohui Yang and
Qianqian Yang and
Chongwen Huang and
Mohammad Shikh{-}Bahaei and
Zhaoyang Zhang},
title = {Sum Rate Maximization for Distributed Riss Assisted Probabilistic
Semantic Communication},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734747},
doi = {10.1109/MLSP58920.2024.10734747},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhaoYYHSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZhuangPR24,
author = {Xuanyu Zhuang and
Geoffroy Peeters and
Ga{\"{e}}l Richard},
title = {Episodic Fine-Tuning Prototypical Networks for Optimization-Based
Few-Shot Learning: Application to Audio Classification},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734723},
doi = {10.1109/MLSP58920.2024.10734723},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZhuangPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ZohoraBBS24,
author = {Fatema Tuz Zohora and
Sujit Biswas and
Anupam Kumar Bairagi and
Kashif Sharit},
title = {Nature-based Bengali Picture Captioning using Global Attention with
{GRU}},
booktitle = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024.10734813},
doi = {10.1109/MLSP58920.2024.10734813},
timestamp = {Thu, 28 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/ZohoraBBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlsp/2024,
title = {34th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2024, London, UK, September 22-25, 2024},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/MLSP58920.2024},
doi = {10.1109/MLSP58920.2024},
isbn = {979-8-3503-7225-0},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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