JEPA-Anything: Learning Predictive Models across Different Worlds Paper • 2609.20800 • Published 3 days ago • 52
Region-Level Policy Optimization for Fine-grained MLLM Perception Paper • 2609.19745 • Published 3 days ago • 26
WorldReward: Reward Modeling for Camera-Conditioned World Models Paper • 2609.03952 • Published 17 days ago • 27
CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker Distillation Paper • 2609.04083 • Published 17 days ago • 27
LatentPress: Context Compression Beyond Text and Vision Paper • 2609.01507 • Published 19 days ago • 118
LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation Paper • 2608.12990 • Published Aug 13 • 14
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 264
SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification Paper • 2608.08786 • Published Aug 9 • 6
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent Paper • 2608.03979 • Published Aug 4 • 54
MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations Paper • 2607.28956 • Published Jul 31 • 113
Poplar: A Scalable Pipeline for Human-Centric Image Dataset Synthesis Paper • 2608.00440 • Published Aug 1 • 11
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published Jul 26 • 95