SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction Paper • 2507.15852 • Published Jul 21, 2025 • 39
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model Paper • 2604.20806 • Published Apr 22 • 2
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction Paper • 2605.20110 • Published May 19 • 4
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics Paper • 2606.10479 • Published Jun 9 • 21
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model Paper • 2604.20806 • Published Apr 22 • 2
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published 22 days ago • 84
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published 22 days ago • 84
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning Paper • 2608.14277 • Published Aug 14 • 36
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning Paper • 2608.14277 • Published Aug 14 • 36
N_0-VTLA: Scaling Vision-Tactile-Language-Action Model with Latent Tactile Tokens Paper • 2607.23782 • Published Jul 26 • 80
Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory Paper • 2607.27919 • Published Jul 30 • 62
PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails Paper • 2607.05910 • Published Jul 7 • 31
The Verification Horizon: No Silver Bullet for Coding Agent Rewards Paper • 2606.26300 • Published Jun 24 • 53
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction Paper • 2605.20110 • Published May 19 • 4
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics Paper • 2606.10479 • Published Jun 9 • 21
SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents Paper • 2606.05761 • Published Jun 4 • 20