GroundAnything: Reconciling Parallel Decoding with Precise Visual Grounding at Flash Speed Paper • 2609.39600 • Published 14 days ago • 74
GroundingPI: A Grounding Foundation Model towards Physical Intelligence with Visual Primitives Paper • 2609.39601 • Published 14 days ago • 252
Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation Paper • 2610.02368 • Published 13 days ago • 67
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published 6 days ago • 44
OmniTaskonomy: When Does Visual Generation Improve Visual Understanding? Paper • 2609.38079 • Published 15 days ago • 57
X-AuT: Progressive Audio-Encoder Compression for Speech LLMs with Cross-Scale Distillation Paper • 2609.11412 • Published Sep 10 • 48
OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining Paper • 2609.07398 • Published Sep 7 • 80
Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems Paper • 2609.02750 • Published Sep 2 • 145
Progress Reward Modeling for Robotic Learning: A Comprehensive Survey Paper • 2607.21655 • Published Jul 22 • 112
RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies Paper • 2607.04434 • Published Jul 7 • 17
GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots Paper • 2606.29705 • Published Jun 29 • 16
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction Paper • 2606.29445 • Published Jun 28 • 26
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments Paper • 2606.13681 • Published Jun 11 • 146
AffordanceVLA: A Vision-Language-Action Model Empowering Action Generation through Affordance-Aware Understanding Paper • 2606.06155 • Published Jun 4 • 10
WarriorMath: Enhancing the Mathematical Ability of Large Language Models with a Defect-aware Framework Paper • 2508.01245 • Published Aug 2, 2025 • 1
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published Nov 25, 2025 • 33
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 162