Table of Contents

• Mutual information estimation for graph convolutional neural networksMarius Cervera Landsverk, Signe Riemer-Sørensen. [doi]
• Extracting Rules from Neural Networks with Partial InterpretationsCosimo Persia, Ana Ozaki. [doi]
• Surrogate-data-enriched Physics-Aware Neural NetworksRaphael Leiteritz, Patrick Buchfink, Bernard Haasdonk, Dirk Pflüger. [doi]
• Fast accuracy estimation of deep learning based multi-class musical source separationAlexandru Mocanu, Benjamin Ricaud, Milos Cernak. [doi]
• Optimizing Slimmable Networks for Multiple Target PlatformsZifu Wang, Matthew B. Blaschko. [doi]
• Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert ExamplesLi Meng, Anis Yazidi, Morten Goodwin, Paal Engelstad. [doi]
• Compressing CNN Kernels for Videos Using Tucker Decompositions: Towards Lightweight CNN ApplicationsTobias Engelhardt Rasmussen, Line Katrine Harder Clemmensen, Andreas Baum. [doi]
• Add a SideNet to your MainNetAdrien Morisot. [doi]
• Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer ApproachSarang Shaikh, Sule Yildirim Yayilgan, Erjon Zoto, Mohamed Abomhara. [doi]
• Deep Reinforcement Learning for Detection of Abnormal AnatomiesPaula López Diez, Kristine Aavild Juhl, Josefine Vilsbøll Sundgaard, Hassan Diab, Ján Margeta, François Patou, Rasmus R. Paulsen. [doi]
• Forecasting Aquaponic Systems Behaviour With Recurrent Neural Networks ModelsJuan Cardenas-Cartagena, Mohamed Elnourani, Baltasar Beferull-Lozano. [doi]
• Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus ApproachJonas Schulz, Raúl Santos-Rodríguez, Rafael Poyiadzi. [doi]
• Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource LanguagesSneha Das, Nicklas Leander Lund, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen. [doi]
• Modelling Phytoplankton Behaviour in the North and Irish Sea with Transformer NetworksOnatkut Dagtekin, Nina Dethlefs. [doi]
• LayeredCNN: Segmenting Layers with Autoregressive ModelsJakob L. Christensen, Patrick Møller Jensen, Morten Rieger Hannemose, Anders Bjorholm Dahl, Vedrana Andersen Dahl. [doi]
• Learnable filter-banks for CNN-based audio applicationsHelena Peic Tukuljac, Benjamin Ricaud, Nicolas Aspert, Laurent Colbois. [doi]
• Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer LearningTosin P. Adewumi, Rickard Brännvall, Nosheen Abid, Maryam Pahlavan, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki. [doi]
• Photo-Realistic Continuous Image Super-Resolution with Implicit Neural Networks and Generative Adversarial NetworksMuhammad Sarmad, Leonardo Ruspini, Frank Lindseth. [doi]
• Re-Identification of Giant Sunfish using Keypoint MatchingMalte Pedersen, Joakim Bruslund Haurum, Thomas B. Moeslund, Marianne Nyegaard. [doi]
• An analysis of over-sampling labeled data in semi-supervised learning with FixMatchMiquel Martí, Sebastian Bujwid, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki. [doi]
• Multi-input segmentation of damaged brain in acute ischemic stroke patients using slow fusion with skip connectionLuca Tomasetti, Mahdieh Khanmohammadi, Kjersti Engan, Liv Jorunn Høllesli, Kathinka Dæhli Kurz. [doi]
• A mammography classification model trained from image labels onlyFredrik Dahl, Marit Holden, Olav Brautaset, Line Eikvil. [doi]
• CryoSat-2 waveform classification for melt event monitoringMartijn Vermeer, David Völgyes, Malcolm McMillan, Daniele Fantin. [doi]
• The effect of dataset confounding on predictions of deep neural networks for medical imagingBeatriz Garcia Santa Cruz, Andreas Husch, Frank Hertel. [doi]
• SparseMeshCNN with Self-Attention for Segmentation of Large MeshesBjørn 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. [doi]
• Self-Communicating Deep Reinforcement Learning Agents Develop External Number RepresentationsSilvester Sabathiel, Trygve Solstad, Alberto Testolin, Flavio Petruzzellis. [doi]
• Detection of forest roads in Sentinel-2 images using U-NetØivind Due Trier, Arnt-Børre Salberg, Ragnvald Larsen, Ole Torbjørn Nyvoll. [doi]
• Unsupervised Time Series Classification for Climate DataAlex Romanova. [doi]