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2507.07998
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PyVision: Agentic Vision with Dynamic Tooling
10 July 2025
Shitian Zhao
H. Zhang
Shaoheng Lin
Ming Li
Qilong Wu
Kaipeng Zhang
Chen Wei
LRM
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ArXiv (abs)
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HuggingFace (28 upvotes)
Papers citing
"PyVision: Agentic Vision with Dynamic Tooling"
13 / 13 papers shown
CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization
X. Hou
Shaoyuan Xu
Manan Biyani
Mayan Li
Jia-Wei Liu
Todd C. Hollon
Bryan Wang
140
0
0
24 Nov 2025
DeepEyesV2: Toward Agentic Multimodal Model
IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Jack Hong
Chenxiao Zhao
ChengLin Zhu
Weiheng Lu
Guohai Xu
Xing Yu
130
5
0
07 Nov 2025
V-Thinker: Interactive Thinking with Images
Runqi Qiao
Qiuna Tan
Minghan Yang
Guanting Dong
Peiqing Yang
...
Lan Yang
Chong Sun
Chen Li
Honggang Zhang
Honggang Zhang
MLLM
LRM
428
2
0
06 Nov 2025
TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning
Ming Li
Jike Zhong
Shitian Zhao
H. Zhang
Shaoheng Lin
Yuxiang Lai
Chen Wei
Konstantinos Psounis
Kaipeng Zhang
EGVM
LRM
VLM
468
3
0
03 Nov 2025
MGA: Memory-Driven GUI Agent for Observation-Centric Interaction
Weihua Cheng
Ersheng Ni
Wenlong Wang
Yifei Sun
Junming Liu
Wangyu Shen
Yirong Chen
Ding Wang
Botian Shi
LLMAG
LM&Ro
296
1
0
28 Oct 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents
Yihong Tang
Kehai Chen
Liang Yue
Jinxin Fan
Caishen Zhou
...
Kaiyang Guo
Xingshan Zeng
Wenjing Cun
L. Shang
Min Zhang
LLMAG
158
0
0
20 Oct 2025
Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools
Zhenlong Yuan
Xiangyan Qu
Chengxuan Qian
Rui Chen
Jing Tang
...
Xiangxiang Chu
Dapeng Zhang
Yiwei Wang
Y. Cai
Shuo Li
VLM
LRM
140
8
0
09 Oct 2025
Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails
Siwei Han
Jiaqi Liu
Yaofeng Su
Wenbo Duan
Xinyuan Liu
Cihang Xie
Mohit Bansal
Mingyu Ding
Linjun Zhang
Huaxiu Yao
137
1
0
06 Oct 2025
PhysicsMinions: Winning Gold Medals in the Latest Physics Olympiads with a Coevolutionary Multimodal Multi-Agent System
F. Yu
Junchi Yao
Ziyi Wang
Haiyuan Wan
Y. Huang
...
Ning Ding
Ganqu Cui
Wenlong Zhang
Wanli Ouyang
Peng Ye
LRM
AI4CE
94
2
0
29 Sep 2025
Visual Programmability: A Guide for Code-as-Thought in Chart Understanding
Bohao Tang
Yan Ma
Fei Zhang
Jiadi Su
Ethan Chern
Zhulin Hu
Zhixin Wang
Pengfei Liu
Ya Zhang
LRM
133
0
0
11 Sep 2025
Reinforced Visual Perception with Tools
Zetong Zhou
Dongping Chen
Zixian Ma
Zhihan Hu
Mingyang Fu
Sinan Wang
Yao Wan
Zhou Zhao
Ranjay Krishna
OffRL
VLM
LRM
155
11
0
01 Sep 2025
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
Xin Guan
Peng Xia
Zhen Zhang
Xinyu Wang
Qiuchen Wang
...
Kuan Li
Yong Jiang
Pengjun Xie
Fei Huang
Jingren Zhou
328
31
0
07 Aug 2025
Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions
Jingxuan Wei
Caijun Jia
Qi Chen
Honghao He
Linzhuang Sun
Conghui He
Lijun Wu
Bihui Yu
Cheng Tan
LRM
188
3
0
05 Aug 2025
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