RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation Paper • 2607.06558 • Published 3 days ago • 69
RynnWorld-4D: 4D Embodied World Models for Robotic Manipulation Paper • 2607.06559 • Published 3 days ago • 79
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers Paper • 2607.04033 • Published 6 days ago • 72
PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space Paper • 2607.05373 • Published 4 days ago • 56
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published 12 days ago • 160
NormGuard: Reward-Preserving Norm Constraints in Flow-Matching Reinforcement Learning Paper • 2606.27771 • Published 14 days ago • 4
Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning Paper • 2606.24428 • Published 17 days ago • 52
MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision Paper • 2606.17162 • Published 25 days ago • 176
OpenRath: Session-Centered Runtime State for Agent Systems Paper • 2606.19409 • Published 23 days ago • 77
DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects Paper • 2606.15133 • Published 27 days ago • 74
Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance Paper • 2606.19195 • Published 23 days ago • 139
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding? Paper • 2606.08063 • Published Jun 6 • 82
Entropy as a Structural Prior: How a Log-Barrier on DiT Belief Space Drives Musical Diversity and Development Paper • 2606.07207 • Published Jun 5 • 4
From Correctness to Utility: Gain-Based Prefix Evaluation for LLM Reasoning Paper • 2606.07190 • Published Jun 5 • 35
InterleaveThinker: Reinforcing Agentic Interleaved Generation Paper • 2606.13679 • Published 29 days ago • 82
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Paper • 2606.12087 • Published about 1 month ago • 77
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published about 1 month ago • 126
Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts Paper • 2606.05922 • Published Jun 4 • 69