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From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models
29 September 2025
Chenyue Zhou
Mingxuan Wang
Yanbiao Ma
Chenxu Wu
Wanyi Chen
Zhe Qian
Xinyu Liu
Y. Zhang
Junhao Wang
Hengbo Xu
Fei Luo
X. Chen
Xiaoshuai Hao
Hehan Li
Andi Zhang
Wenxuan Wang
Kaiyan Zhang
Guoli Jia
Lingling Li
Z. Lu
Y. Lu
Wenhan Luo
LRM
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Papers citing
"From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models"
3 / 3 papers shown
Title
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
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Shan Zhang
Yanpeng Sun
Jingjing Wu
Qunyi Xie
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Wei He
Xiaofan Li
Na Zhao
Jingdong Wang
Z. Li
LRM
130
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26 Nov 2025
Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens
Yiming Qin
Bomin Wei
Jiaxin Ge
Konstantinos Kallidromitis
Stephanie Fu
Trevor Darrell
Xudong Wang
LRM
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0
24 Nov 2025
V-Thinker: Interactive Thinking with Images
Runqi Qiao
Qiuna Tan
Minghan Yang
Guanting Dong
Peiqing Yang
...
Yida Xu
Lan Yang
Chong Sun
Chen Li
Honggang Zhang
MLLM
LRM
285
1
0
06 Nov 2025
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