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2509.21100
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VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception
25 September 2025
Ziang Yan
Xinhao Li
Yinan He
Zhengrong Yue
Xiangyu Zeng
Yali Wang
Yu Qiao
Limin Wang
Yi Wang
MLLM
VLM
LRM
Re-assign community
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Papers citing
"VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception"
5 / 5 papers shown
Title
Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding
Pengfei Hu
Meng Cao
Y. Wang
Yi Wang
Jiahua Dong
Jun Song
Yu Cheng
Bo Zheng
Xiaodan Liang
LRM
VLM
113
0
0
30 Nov 2025
Video-CoM: Interactive Video Reasoning via Chain of Manipulations
H. Rasheed
Mohammed Zumri
Muhammad Maaz
Ming-Hsuan Yang
Fahad Shahbaz Khan
Salman Khan
AI4TS
LRM
133
0
0
28 Nov 2025
Thinking With Bounding Boxes: Enhancing Spatio-Temporal Video Grounding via Reinforcement Fine-Tuning
Xin Gu
H. Zhang
Qihang Fan
Jingxuan Niu
Zhipeng Zhang
Libo Zhang
G. Chen
Fan Chen
Longyin Wen
Sijie Zhu
AI4TS
LRM
299
1
0
26 Nov 2025
REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding
Jiaze Li
Hao Yin
Wenhui Tan
Jingyang Chen
Boshen Xu
Yuxun Qu
Yijing Chen
Jianzhong Ju
Zhenbo Luo
Jian Luan
LRM
VLM
222
1
0
17 Nov 2025
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
MLLM
OffRL
VLM
LRM
646
8
0
06 Oct 2025
1
