UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation Paper • 2510.18701 • Published 7 days ago • 66
$\text{G}^2$RPO: Granular GRPO for Precise Reward in Flow Models Paper • 2510.01982 • Published 26 days ago • 5
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Paper • 2509.22186 • Published Sep 26 • 125
SPARK: Synergistic Policy And Reward Co-Evolving Framework Paper • 2509.22624 • Published Sep 26 • 17
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning Paper • 2509.22647 • Published Sep 26 • 31
Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning Paper • 2508.20751 • Published Aug 28 • 89
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning Paper • 2508.20096 • Published Aug 27 • 36
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience Paper • 2508.04700 • Published Aug 6 • 52
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models Paper • 2508.00819 • Published Aug 1 • 62
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction Paper • 2507.15852 • Published Jul 21 • 38
ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing Paper • 2506.19848 • Published Jun 24 • 26
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings Paper • 2506.04997 • Published Jun 5
Visionary-R1: Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning Paper • 2505.14677 • Published May 20 • 15
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning Paper • 2505.03318 • Published May 6 • 93
MM-IFEngine: Towards Multimodal Instruction Following Paper • 2504.07957 • Published Apr 10 • 35
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance Paper • 2504.06232 • Published Apr 8 • 13
Unified Reward Model for Multimodal Understanding and Generation Paper • 2503.05236 • Published Mar 7 • 123