Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2508.11630
Cited By
Thyme: Think Beyond Images
15 August 2025
Yi Zhang
Xingyu Lu
S. Yin
Chaoyou Fu
Wei Chen
X. Hu
Bin Wen
Kaiyu Jiang
Changyi Liu
Tianke Zhang
Haonan Fan
Kaibing Chen
Jiankang Chen
Haojie Ding
Kaiyu Tang
Zhang Zhang
Liang Wang
Fan Yang
Tingting Gao
Guorui Zhou
LRM
VLM
Re-assign community
ArXiv (abs)
PDF
HTML
HuggingFace (74 upvotes)
Github (479★)
Papers citing
"Thyme: Think Beyond Images"
24 / 24 papers shown
Thinking with Programming Vision: Towards a Unified View for Thinking with Images
Zirun Guo
Minjie Hong
Feng Zhang
Kai Jia
Tao Jin
OffRL
LRM
VLM
204
0
0
03 Dec 2025
VACoT: Rethinking Visual Data Augmentation with VLMs
Zhengzhuo Xu
Chong Sun
Sinan Du
Chen Li
Jing Lyu
Chun Yuan
84
0
0
02 Dec 2025
Language-guided 3D scene synthesis for fine-grained functionality understanding
Jaime Corsetti
Francesco Giuliari
Davide Boscaini
Pedro Hermosilla
Andrea Pilzer
Guofeng Mei
Alexandros Delitzas
Francis Engelmann
Fabio Poiesi
83
1
0
28 Nov 2025
JarvisEvo: Towards a Self-Evolving Photo Editing Agent with Synergistic Editor-Evaluator Optimization
Yunlong Lin
Linqing Wang
Kunjie Lin
Zixu Lin
Kaixiong Gong
...
Yuyang Peng
Wenxun Dai
Xinghao Ding
C. Wang
Qinglin Lu
244
0
0
28 Nov 2025
Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization
Yifan Du
Kun Zhou
Yingqian Min
Yue Ling
Wayne Xin Zhao
Y. Wu
LRM
115
0
0
27 Nov 2025
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
Jiaqi Liu
Kaiwen Xiong
Peng Xia
Yiyang Zhou
Haonian Ji
Lu Feng
S. Han
Mingyu Ding
Huaxiu Yao
LLMAG
LRM
VLM
475
4
0
25 Nov 2025
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
139
0
0
24 Nov 2025
Perceptual-Evidence Anchored Reinforced Learning for Multimodal Reasoning
Chi Zhang
Haibo Qiu
Qiming Zhang
Y. Xu
Zhixiong Zeng
Siqi Yang
Peng Shi
Lin Ma
Jing Zhang
OffRL
ReLM
LRM
249
0
0
23 Nov 2025
GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization
Y. Wang
Z. Liu
Ziyi Wang
Pengfei Liu
Han Hu
Yongming Rao
LRM
401
0
0
19 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
462
3
0
03 Nov 2025
Select Less, Reason More: Prioritizing Evidence Purity for Video Reasoning
Xuchen Li
Xuzhao Li
Shiyu Hu
Kaiqi Huang
88
0
0
17 Oct 2025
A Survey on Agentic Multimodal Large Language Models
Huanjin Yao
Ruifei Zhang
Jiaxing Huang
Jingyi Zhang
Yibo Wang
...
Ruolin Zhu
Yongcheng Jing
Shunyu Liu
Guanbin Li
Dacheng Tao
LM&Ro
AIFin
AI4TS
LRM
AI4CE
250
5
0
13 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
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning
Sicheng Feng
Kaiwen Tuo
Song Wang
Lingdong Kong
Jianke Zhu
Huan Wang
LRM
200
2
0
02 Oct 2025
Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning
Xuchen Li
Xuzhao Li
Jiahui Gao
Renjie Pi
Shiyu Hu
Wentao Zhang
VLM
LRM
229
2
0
02 Oct 2025
Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs
Sanghwan Kim
Rui Xiao
Stephan Alaniz
Yongqin Xian
Zeynep Akata
127
0
0
01 Oct 2025
DeepSketcher: Internalizing Visual Manipulation for Multimodal Reasoning
Chi Zhang
Haibo Qiu
Qiming Zhang
Zhixiong Zeng
Lin Ma
Jing Zhang
VGen
LRM
109
4
0
30 Sep 2025
RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
Yang Shi
Yuhao Dong
Yue Ding
Yuran Wang
Xuanyu Zhu
...
Wenjing Yang
Yuanxing Zhang
Pengfei Wan
Yi Zhang
Ziwei Liu
ELM
148
4
0
29 Sep 2025
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
Yifei Chen
Guanting Dong
Zhicheng Dou
LRM
228
4
0
27 Sep 2025
BaseReward: A Strong Baseline for Multimodal Reward Model
Yi-Fan Zhang
HaiHua Yang
Huanyu Zhang
Yang Shi
Z. Chen
...
Xu Wang
Jianfei Pan
Haotian Wang
Zhang Zhang
Liang Wang
OffRL
129
1
0
19 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
Kwai Keye-VL 1.5 Technical Report
Biao Yang
Bin Wen
Boyang Ding
Changyi Liu
Chenglong Chu
...
S. Wang
X. Luo
Yan Li
Yuhang Hu
Zixing Zhang
VLM
328
15
0
01 Sep 2025
1
