RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published Oct 1 • 41
Learning from Runtime Feedback through Failure-Bank Self-Evolution for Vision-Language-Action Models Paper • 2609.39820 • Published Sep 30 • 12
From Gradients to Capabilities: Understanding Multi-Teacher On-Policy Distillation Paper • 2610.02179 • Published Oct 1 • 7
Rethinking Token Reweighting for SFT: Suppress, Reverse, and Extrapolate Learned Features Paper • 2609.33463 • Published Sep 27 • 3
Beyond Selection: Token Parameterization for Extreme Visual Token Compression Paper • 2609.35232 • Published Sep 28 • 7
FurE: Efficient Instance-Specific 3D Fur Reconstruction without Animal-Fur Datasets Paper • 2609.35770 • Published Sep 28 • 7