CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes
Paper • 2608.27455 • Published • 11
AI & ML interests
LLM, Diffusion, and Beyond
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SAMTok: Representing Any Mask with Two Words
Paper • 2601.16093 • Published • 44
Towards Customized Multimodal Role-Play
Paper • 2605.08129 • Published • 11
LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing
Paper • 2606.06042 • Published • 25
Benchmarking and Evolving Reason-Reflect-Rectify for Reflective Visual Generation
Paper • 2605.19639 • Published
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models
Paper • 2606.19534 • Published • 65
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OpenClaw-RL: Train Any Agent Simply by Talking
Paper • 2603.10165 • Published • 158
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
Paper • 2512.19682 • Published • 19
Beyond Binary Preference: Aligning Diffusion Models to Fine-grained Criteria by Decoupling Attributes
Paper • 2601.04300 • Published • 3
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning
Paper • 2512.13278 • Published
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System
Paper • 2602.02488 • Published • 36