"video reasoning" Papers
10 papers found
Conference
DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
Jinyoung Park, Jeehye Na, Jinyoung Kim et al.
NEURIPS 2025arXiv:2506.07464
28
citations
Flexible Frame Selection for Efficient Video Reasoning
Shyamal Buch, Arsha Nagrani, Anurag Arnab et al.
CVPR 2025
10
citations
MINERVA: Evaluating Complex Video Reasoning
Arsha Nagrani, Sachit Menon, Ahmet Iscen et al.
ICCV 2025arXiv:2505.00681
10
citations
OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
Junbo Niu, Yifei Li, Ziyang Miao et al.
CVPR 2025arXiv:2501.05510
40
citations
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
Philip Schroeder, Ondrej Biza, Thomas Weng et al.
NEURIPS 2025oralarXiv:2508.01943
VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception
Ziang Yan, Yinan He, Xinhao Li et al.
NEURIPS 2025oralarXiv:2509.21100
16
citations
Video-R1: Reinforcing Video Reasoning in MLLMs
Kaituo Feng, Kaixiong Gong, Bohao Li et al.
NEURIPS 2025oralarXiv:2503.21776
257
citations
VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning
Qi Wang, Yanrui Yu, Ye Yuan et al.
NEURIPS 2025oralarXiv:2505.12434
34
citations
When Thinking Drifts: Evidential Grounding for Robust Video Reasoning
Romy Luo, Zihui (Sherry) Xue, Alex Dimakis et al.
NEURIPS 2025arXiv:2510.06077
4
citations
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition
Hao Fei, Shengqiong Wu, Wei Ji et al.
ICML 2024oralarXiv:2501.03230
146
citations