Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalizationby Shunxin Guo, Hongsong Wang, Shuxia Lin,…
FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacherby Alessio Mora, Lorenzo Valerio, Paolo Bellavista,…
Out-of-Distribution Learning with Human Feedbackby Haoyue Bai, Xuefeng Du, Katie Rainey, Shibin Parameswaran, Yixuan LiFirst…
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusionby Peiyuan Chen, Zecheng Zhang,…
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agentsby Pranav Putta, Edmund Mills, Naman…
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphsby Dongyuan Li, Shiyin Tan, Ying Zhang, Ming…
Blessing of Dimensionality for Approximating Sobolev Classes on Manifoldsby Hong Ye Tan, Subhadip Mukherjee, Junqi…
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learningby Prateek…
COD: Learning Conditional Invariant Representation for Domain Adaptation Regressionby Hao-Ran Yang, Chuan-Xian Ren, You-Wei LuoFirst…
Enhancing Multiview Synergy: Robust Learning by Exploiting the Wave Loss Function with Consensus and Complementarity…