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
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning Paper • 2508.20751 • Published Aug 28, 2025 • 89
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction Paper • 2507.15852 • Published Jul 21, 2025 • 38
MM-IFEngine: Towards Multimodal Instruction Following Paper • 2504.07957 • Published Apr 10, 2025 • 35
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning Paper • 2504.07956 • Published Apr 10, 2025 • 46
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance Paper • 2504.06232 • Published Apr 8, 2025 • 13
Unified Reward Model for Multimodal Understanding and Generation Paper • 2503.05236 • Published Mar 7, 2025 • 122
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference Paper • 2502.18411 • Published Feb 25, 2025 • 74
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation Paper • 2502.13128 • Published Feb 18, 2025 • 41
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion Paper • 2502.08590 • Published Feb 12, 2025 • 42
VideoRoPE: What Makes for Good Video Rotary Position Embedding? Paper • 2502.05173 • Published Feb 7, 2025 • 65
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model Paper • 2501.12368 • Published Jan 21, 2025 • 45
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Paper • 2412.09596 • Published Dec 12, 2024 • 98
PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction Paper • 2410.17247 • Published Oct 22, 2024 • 47
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree Paper • 2410.16268 • Published Oct 21, 2024 • 69
BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way Paper • 2410.06241 • Published Oct 8, 2024 • 10