The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published 9 days ago • 141
Optimizing Visual Generative Models via Distribution-wise Rewards Paper • 2607.02291 • Published 5 days ago • 15
Native Active Perception as Reasoning for Omni-Modal Understanding Paper • 2606.19341 • Published 20 days ago • 18
Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models Paper • 2606.03988 • Published Jun 3 • 126
AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions Paper • 2605.25707 • Published May 25 • 6
SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training Paper • 2605.18719 • Published May 18 • 6
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Paper • 2605.14678 • Published May 19 • 108
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 274
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 238