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Publication search results
found 29 matches
- 2022
- Tosin P. Adewumi, Rickard Brännvall, Nosheen Abid, Maryam Pahlavan, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki:
Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning. NLDL 2022 - Juan Cardenas-Cartagena, Mohamed Elnourani, Baltasar Beferull-Lozano:
Forecasting Aquaponic Systems Behaviour With Recurrent Neural Networks Models. NLDL 2022 - Jakob L. Christensen, Patrick Møller Jensen, Morten Rieger Hannemose, Anders Bjorholm Dahl, Vedrana Andersen Dahl:
LayeredCNN: Segmenting Layers with Autoregressive Models. NLDL 2022 - Beatriz Garcia Santa Cruz, Andreas Husch, Frank Hertel:
The effect of dataset confounding on predictions of deep neural networks for medical imaging. NLDL 2022 - Onatkut Dagtekin, Nina Dethlefs:
Modelling Phytoplankton Behaviour in the North and Irish Sea with Transformer Networks. NLDL 2022 - Fredrik A. Dahl, Marit Holden, Olav Brautaset, Line Eikvil:
A mammography classification model trained from image labels only. NLDL 2022 - Sneha Das, Nicklas Leander Lund, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen:
Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages. NLDL 2022 - Paula López Diez, Kristine Aavild Juhl, Josefine Vilsbøll Sundgaard, Hassan Diab, Ján Margeta, François Patou, Rasmus R. Paulsen:
Deep Reinforcement Learning for Detection of Abnormal Anatomies. NLDL 2022 - Bjørn Schreblowski Hansen, Mathias Micheelsen Lowes, Thomas Ørkild, Anders B. Dahl, Vedrana Andersen Dahl, Ole De Backer, Oscar Camara, Rasmus R. Paulsen, Christian Keilstrup Ingwersen, Kristine Sørensen:
SparseMeshCNN with Self-Attention for Segmentation of Large Meshes. NLDL 2022 - Marius Cervera Landsverk, Signe Riemer-Sørensen:
Mutual information estimation for graph convolutional neural networks. NLDL 2022 - Raphael Leiteritz, Patrick Buchfink, Bernard Haasdonk, Dirk Pflüger:
Surrogate-data-enriched Physics-Aware Neural Networks. NLDL 2022 - Miquel Martí, Sebastian Bujwid, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki:
An analysis of over-sampling labeled data in semi-supervised learning with FixMatch. NLDL 2022 - Li Meng, Anis Yazidi, Morten Goodwin, Paal Engelstad:
Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples. NLDL 2022 - Alexandru Mocanu, Benjamin Ricaud, Milos Cernak:
Fast accuracy estimation of deep learning based multi-class musical source separation. NLDL 2022 - Adrien Morisot:
Add a SideNet to your MainNet. NLDL 2022 - Malte Pedersen, Joakim Bruslund Haurum, Thomas B. Moeslund, Marianne Nyegaard:
Re-Identification of Giant Sunfish using Keypoint Matching. NLDL 2022 - Cosimo Persia, Ana Ozaki:
Extracting Rules from Neural Networks with Partial Interpretations. NLDL 2022 - Tobias Engelhardt Rasmussen, Line Katrine Harder Clemmensen, Andreas Baum:
Compressing CNN Kernels for Videos Using Tucker Decompositions: Towards Lightweight CNN Applications. NLDL 2022 - Alex Romanova:
Unsupervised Time Series Classification for Climate Data. NLDL 2022 - Silvester Sabathiel, Trygve Solstad, Alberto Testolin, Flavio Petruzzellis:
Self-Communicating Deep Reinforcement Learning Agents Develop External Number Representations. NLDL 2022 - Muhammad Sarmad, Leonardo Ruspini, Frank Lindseth:
Photo-Realistic Continuous Image Super-Resolution with Implicit Neural Networks and Generative Adversarial Networks. NLDL 2022 - Jonas Schulz, Raúl Santos-Rodríguez, Rafael Poyiadzi:
Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach. NLDL 2022 - Sarang Shaikh, Sule Yildirim Yayilgan, Erjon Zoto, Mohamed Abomhara:
Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach. NLDL 2022 - Luca Tomasetti, Mahdieh Khanmohammadi, Kjersti Engan, Liv Jorunn Høllesli, Kathinka Dæhli Kurz:
Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connection. NLDL 2022 - Øivind Due Trier, Arnt-Børre Salberg, Ragnvald Larsen, Ole Torbjørn Nyvoll:
Detection of forest roads in Sentinel-2 images using U-Net. NLDL 2022 - Helena Peic Tukuljac, Benjamin Ricaud, Nicolas Aspert, Laurent Colbois:
Learnable filter-banks for CNN-based audio applications. NLDL 2022 - Martijn Vermeer, David Völgyes, Malcolm McMillan, Daniele Fantin:
CryoSat-2 waveform classification for melt event monitoring. NLDL 2022 - Zifu Wang, Matthew B. Blaschko:
Optimizing Slimmable Networks for Multiple Target Platforms. NLDL 2022 - Proceedings of the 2022 Northern Lights Deep Learning Workshop, NLDL 2022, virtual, January 10-12, 2022. Septentrio Academic Publishing 2022 [contents]
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