Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classificationby Nishant S. Gaikwad, Lucas…
TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Modelsby Bo Pan, Zhen Xiong, Guanchen Wu,…
Fine-Tuning Pre-trained Language Models for Robust Causal Representation Learningby Jialin Yu, Yuxiang Zhou, Yulan He,…
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learningby Bryan L.…
Normalizing self-supervised learning for provably reliable Change Point Detectionby Alexandra Bazarova, Evgenia Romanenkova, Alexey ZaytsevFirst…
Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learningby Zhuomin Chen, Jingchao Ni, Hojat Allah Salehi, Xu…
Self-Supervised Learning of Disentangled Representations for Multivariate Time-Seriesby Ching Chang, Chiao-Tung Chan, Wei-Yao Wang, Wen-Chih…
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglementby Zhi Wang, Li Zhang,…
Network Representation Learning for Biophysical Neural Network Analysisby Youngmok Ha, Yongjoo Kim, Hyun Jae Jang,…
Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learningby Etai Littwin, Vimal Thilak, Anand…