Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination Paper • 2511.17490 • Published Nov 21, 2025 • 22
Directional Reasoning Injection for Fine-Tuning MLLMs Paper • 2510.15050 • Published Oct 16, 2025 • 12
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 50
Modeling and Driving Human Body Soundfields through Acoustic Primitives Paper • 2407.13083 • Published Jul 18, 2024 • 1
ZeroSep: Separate Anything in Audio with Zero Training Paper • 2505.23625 • Published May 29, 2025 • 6
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness Paper • 2505.20426 • Published May 26, 2025 • 7
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Paper • 2504.05541 • Published Apr 7, 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