BadWAM: When World-Action Models Dream Right but Act Wrong Paper • 2607.15207 • Published 10 days ago • 53
You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences Paper • 2606.15956 • Published Jun 14 • 12
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning Paper • 2606.13673 • Published Jun 11 • 111
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs Paper • 2605.20315 • Published May 19 • 28
On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment Paper • 2605.11882 • Published May 12 • 16
Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Paper • 2604.28185 • Published Apr 30 • 92
Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms Paper • 2604.23775 • Published Apr 26 • 46
Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers Paper • 2603.27666 • Published Mar 29 • 18