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Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
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Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning

Ziyang Wang
Jaehong Yoon
Shoubin Yu
Md. Mohaiminul Islam
Gedas Bertasius
Mohit Bansal
ArXiv (abs)PDFHTMLHuggingFace (4 upvotes)Github (16024★)

Papers citing "Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning"

5 / 5 papers shown
WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning
Woongyeong Yeo
Kangsan Kim
Jaehong Yoon
Sung Ju Hwang
LLMAGVGenVLM
355
0
0
02 Dec 2025
Video-as-Answer: Predict and Generate Next Video Event with Joint-GRPO
Video-as-Answer: Predict and Generate Next Video Event with Joint-GRPO
Junhao Cheng
Liang Hou
Xin Tao
Jing Liao
VGen
360
1
0
20 Nov 2025
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence
Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence
Jiahao Meng
X. Li
Haochen Wang
Yue Tan
Tao Zhang
...
Yunhai Tong
Anran Wang
Zhiyang Teng
Y. Wang
Z. Wang
VGenLRM
329
6
0
23 Oct 2025
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models
Yunlong Tang
Jing Bi
Pinxin Liu
Zhenyu Pan
Mingqian Feng
...
Zeliang Zhang
Daiki Shimada
Han Liu
Jiebo Luo
Chenliang Xu
MLLMOffRLVLMLRM
740
8
0
06 Oct 2025
AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video
AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video
Yogesh Kulkarni
Pooyan Fazli
OffRLLRM
279
4
0
05 Aug 2025