ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published Dec 4, 2025 • 47
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 • 8
Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning Paper • 2510.27606 • Published Oct 31, 2025 • 28
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence Paper • 2510.24693 • Published Oct 28, 2025 • 18
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Paper • 2510.18701 • Published Oct 21, 2025 • 66
Intern-S1: A Scientific Multimodal Foundation Model Paper • 2508.15763 • Published Aug 21, 2025 • 259
UniFlow-Audio: Unified Flow Matching for Audio Generation from Omni-Modalities Paper • 2509.24391 • Published Sep 29, 2025
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals Paper • 2505.18185 • Published May 18, 2025 • 1
SciTS: Scientific Time Series Understanding and Generation with LLMs Paper • 2510.03255 • Published Sep 26, 2025
PicoAudio2: Temporal Controllable Text-to-Audio Generation with Natural Language Description Paper • 2509.00683 • Published Aug 31, 2025
$\text{G}^2$RPO: Granular GRPO for Precise Reward in Flow Models Paper • 2510.01982 • Published Oct 2, 2025 • 5
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Paper • 2509.22186 • Published Sep 26, 2025 • 139
SPARK: Synergistic Policy And Reward Co-Evolving Framework Paper • 2509.22624 • Published Sep 26, 2025 • 17
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning Paper • 2509.22647 • Published Sep 26, 2025 • 32
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning Paper • 2508.20751 • Published Aug 28, 2025 • 89
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning Paper • 2508.20096 • Published Aug 27, 2025 • 36
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience Paper • 2508.04700 • Published Aug 6, 2025 • 52
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Paper • 2508.00819 • Published Aug 1, 2025 • 62