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Florian Scheidegger
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2020 – today
- 2024
- [j5]Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes:
MAEDAY: MAE for few- and zero-shot AnomalY-Detection. Comput. Vis. Image Underst. 241: 103958 (2024) - [c9]Piotr Kluska, Adrián Castelló, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí:
QAttn: Efficient GPU Kernels for mixed-precision Vision Transformers. CVPR Workshops 2024: 3648-3657 - [c8]Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccolo Avogaro, Daniel Caraballo, Yagmur Gizem Cinar, Brown Ebouky, Ioana Giurgiu, Takayuki Katsuki, Piotr Kluska, Cristiano Malossi, Haoxiang Qiu, Tomoya Sakai, Florian Scheidegger, Andrej Simeski, Daniel Yang, Andrea Bartezzaghi, Mattia Rigotti:
Probabilistic Feature Matching for Fast Scalable Visual Prompting. IJCAI 2024: 8648-8652 - 2023
- [i9]Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi:
Counterfactual Image Generation for adversarially robust and interpretable Classifiers. CoRR abs/2310.00761 (2023) - 2022
- [i8]Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes:
MAEDAY: MAE for few and zero shot AnomalY-Detection. CoRR abs/2211.14307 (2022) - 2021
- [j4]Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. 37(6): 1593-1610 (2021) - 2020
- [b1]Florian Scheidegger:
The concept of transprecision computing. ETH Zurich, Zürich, Switzerland, Hartung-Gorre Verlag 2020, ISBN 978-3-86628-689-4, pp. 1-231 - [j3]Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi:
torcpy: Supporting task parallelism in Python. SoftwareX 12: 100517 (2020) - [c7]Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini:
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs. COOL CHIPS 2020: 1-3 - [i7]Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé:
Generating Efficient DNN-Ensembles with Evolutionary Computation. CoRR abs/2009.08698 (2020)
2010 – 2019
- 2019
- [j2]Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí:
FloatX: A C++ Library for Customized Floating-Point Arithmetic. ACM Trans. Math. Softw. 45(4): 40:1-40:23 (2019) - [c6]Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Constantine Bekas, Adelmo Cristiano Innocenza Malossi:
TAPAS: Train-Less Accuracy Predictor for Architecture Search. AAAI 2019: 3927-3934 - [c5]Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS 2019: 6054-6064 - [i6]Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati:
NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR abs/1901.06261 (2019) - [i5]Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR abs/1909.10818 (2019) - 2018
- [j1]Michael Schaffner, Florian Scheidegger, Lukas Cavigelli, Hubert Kaeslin, Luca Benini, Aljosa Smolic:
Towards Edge-Aware Spatio-Temporal Filtering in Real-Time. IEEE Trans. Image Process. 27(1): 265-280 (2018) - [c4]Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini:
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. ISCAS 2018: 1-5 - [c3]Thomas Grützmacher, Hartwig Anzt, Florian Scheidegger, Enrique S. Quintana-Ortí:
High-Performance GPU Implementation of PageRank with Reduced Precision Based on Mantissa Segmentation. IA3@SC 2018: 61-68 - [i4]Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi:
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR abs/1803.09588 (2018) - [i3]Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi:
BAGAN: Data Augmentation with Balancing GAN. CoRR abs/1803.09655 (2018) - [i2]Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi:
TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR abs/1806.00250 (2018) - 2017
- [c2]Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini:
Impact of temporal subsampling on accuracy and performance in practical video classification. EUSIPCO 2017: 996-1000 - [i1]Manuel Eggimann, Christelle Gloor, Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, Aljosa Smolic, Luca Benini:
Hydra: An Accelerator for Real-Time Edge-Aware Permeability Filtering in 65nm CMOS. CoRR abs/1711.03538 (2017) - 2016
- [c1]Youri Popoff, Florian Scheidegger, Michael Schaffner, Michael Gautschi, Frank K. Gürkaynak, Luca Benini:
High-efficiency logarithmic number unit design based on an improved cotransformation scheme. DATE 2016: 1387-1392
Coauthor Index
aka: Adelmo Cristiano Innocenza Malossi
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