TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition Paper • 2512.01248 • Published Dec 1, 2025 • 12
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published Feb 9 • 28
EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models Paper • 2603.12252 • Published 3 days ago • 9
Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation Paper • 2603.12247 • Published 3 days ago • 22
EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models Paper • 2603.12252 • Published 3 days ago • 9
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence Paper • 2512.22334 • Published Dec 26, 2025 • 36
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published Dec 4, 2025 • 50
LSVOS 2025 Challenge Report: Recent Advances in Complex Video Object Segmentation Paper • 2510.11063 • Published Oct 13, 2025 • 1
Think Visually, Reason Textually: Vision-Language Synergy in ARC Paper • 2511.15703 • Published Nov 19, 2025 • 9
Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning Paper • 2510.27606 • Published Oct 31, 2025 • 31
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence Paper • 2510.24693 • Published Oct 28, 2025 • 19
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28, 2025 • 140
SPARK: Synergistic Policy And Reward Co-Evolving Framework Paper • 2509.22624 • Published Sep 26, 2025 • 19
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 109
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Paper • 2510.18701 • Published Oct 21, 2025 • 67
$\text{G}^2$RPO: Granular GRPO for Precise Reward in Flow Models Paper • 2510.01982 • Published Oct 2, 2025 • 7
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Paper • 2509.22186 • Published Sep 26, 2025 • 149
SPARK: Synergistic Policy And Reward Co-Evolving Framework Paper • 2509.22624 • Published Sep 26, 2025 • 19
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning Paper • 2509.22647 • Published Sep 26, 2025 • 33