Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination Paper • 2511.17490 • Published Nov 21, 2025 • 21
Directional Reasoning Injection for Fine-Tuning MLLMs Paper • 2510.15050 • Published Oct 16, 2025 • 11
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 48
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness Paper • 2505.20426 • Published May 26, 2025 • 7
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1) Paper • 2504.03151 • Published Apr 4, 2025 • 15
FreSca: Unveiling the Scaling Space in Diffusion Models Paper • 2504.02154 • Published Apr 2, 2025 • 18
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity Paper • 2503.11557 • Published Mar 14, 2025 • 22
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing Paper • 2502.17258 • Published Feb 24, 2025 • 79