Abstract is missing.
- Model Fusion via Neuron TransplantationMuhammed Öz, Nicholas Kiefer, Charlotte Debus, Jasmin Hörter, Achim Streit, Markus Götz. 3-19 [doi]
- Compressed Federated Reinforcement Learning with a Generative ModelAli Beikmohammadi, Sarit Khirirat, Sindri Magnússon. 20-37 [doi]
- Walking Noise: On Layer-Specific Robustness of Neural Architectures Against Noisy Computations and Associated Characteristic Learning DynamicsHendrik Borras, Bernhard Klein, Holger Fröning. 38-55 [doi]
- KAFÈ: Kernel Aggregation for FEderatedPian Qi, Diletta Chiaro, Fabio Giampaolo, Francesco Piccialli. 56-71 [doi]
- On Suppressing Range of Adaptive Stepsizes of Adam to Improve Generalisation PerformanceGuoqiang Zhang. 72-88 [doi]
- Graph Attention Network with Relational Dynamic Factual Fusion for Knowledge Graph CompletionMei Yu, Yilin Zuo, Wenbin Zhang 0010, Mankun Zhao, Tianyi Xu, Yue Zhao, Jiujiang Guo, Jian Yu. 89-106 [doi]
- Low-Hanging Fruit: Knowledge Distillation from Noisy Teachers for Open Domain Spoken Language UnderstandingCheng Chen, Bowen Xing, Ivor W. Tsang. 107-125 [doi]
- The Price of Labelling: A Two-Phase Federated Self-learning ApproachTahani Aladwani, Shameem Puthiya Parambath, Christos Anagnostopoulos, Fani Deligianni. 126-142 [doi]
- Disentangled Representations for Continual Learning: Overcoming Forgetting and Facilitating Knowledge TransferZhaopeng Xu, Qi Qin, Bing Liu 0001, Dongyan Zhao 0001. 143-159 [doi]
- On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual LossMohammed Fellaji, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro. 160-176 [doi]
- Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series ClassificationDavide Italo Serramazza, Thach Le Nguyen, Georgiana Ifrim. 177-195 [doi]
- Novel Node Category Detection Under Subpopulation ShiftHsing-Huan Chung, Shravan Chaudhari, Yoav Wald, Xing Han, Joydeep Ghosh. 196-212 [doi]
- SynODC: Utilizing the Syntactic Structure for Outlier Detection in Categorical AttributesArthur Zylinski, Abdulhakim A. Qahtan. 213-229 [doi]
- FELIX: Automatic and Interpretable Feature Engineering Using LLMsSimon Malberg, Edoardo Mosca, Georg Groh. 230-246 [doi]
- Harnessing Superclasses for Learning from Hierarchical DatabasesNicolas Urbani, Sylvain Rousseau 0001, Yves Grandvalet, Leonardo Tanzi. 247-265 [doi]
- Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNsBenjamin Girault, Rémi Emonet, Amaury Habrard, Jordan Patracone, Marc Sebban. 266-282 [doi]
- A Theoretically Grounded Extension of Universal Attacks from the Attacker's ViewpointJordan Patracone, Paul Viallard, Emilie Morvant, Gilles Gasso, Amaury Habrard, Stéphane Canu. 283-300 [doi]
- Linear Modeling of the Adversarial Noise SpaceJordan Patracone, Lucas Anquetil, Yuan Liu, Gilles Gasso, Stéphane Canu. 301-317 [doi]
- Classifier-Free Graph Diffusion for Molecular Property TargetingMatteo Ninniri, Marco Podda, Davide Bacciu. 318-335 [doi]
- Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance PropagationPaulo Yanez Sarmiento, Simon Witzke, Nadja Klein, Bernhard Y. Renard. 336-351 [doi]
- ILPO-NET: Network for the Invariant Recognition of Arbitrary Volumetric Patterns in 3DDmitrii Zhemchuzhnikov, Sergei Grudinin. 352-368 [doi]
- Deep Domain Isolation and Sample Clustered Federated Learning for Semantic SegmentationMatthis Manthe, Carole Lartizien, Stefan Duffner. 369-385 [doi]
- Pointer-Guided Pre-training: Infusing Large Language Models with Paragraph-Level Contextual AwarenessLars Hillebrand, Prabhupad Pradhan, Christian Bauckhage, Rafet Sifa. 386-402 [doi]
- Cut-Stitch: A Simple and Effective Data Augmentation Method for Industrial InspectionHaigen Hu, Jingshan Hong, Kangkang Song, Jinwei Zhu, Weilun Ren. 403-420 [doi]
- Functional Latent Dynamics for Irregularly Sampled Time Series ForecastingChristian Klötergens, Vijaya Krishna Yalavarthi, Maximilian Stubbemann, Lars Schmidt-Thieme. 421-436 [doi]
- Learning Model Agnostic Explanations via Constraint ProgrammingFrédéric Koriche, Jean-Marie Lagniez, Stefan Mengel, Chi Tran. 437-453 [doi]