Beyond the Shadows of Plato's Cave: Evaluating False Memory in Autonomous Agents via Counterfactual ReasoningResearchOct 1, 2026
MotionWeave: Learning Motion-Centered Future Dynamics for Vision-Language-Action PoliciesResearchOct 1, 2026
PARK: Accurate Block Retrieval for Sparse Attention in Video Diffusion TransformersResearchOct 1, 2026
AVERT-VLN: Abstention-aware Visual Error Recovery and Training for Vision-and-Language NavigationResearchOct 1, 2026
Learning Chaos Without Seeing Chaos: Extrapolation of Global Dynamics in Autoregressive TransformersResearchOct 1, 2026
One Threshold Does Not Fit All Languages: Language-Conditional Deferral for Reliable and Efficient Low-Resource Text ClassificationResearchOct 1, 2026