ResearchTrend.AI
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought

Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought

Chao Huang
Benfeng Wang
Jie Wen
Chengliang Liu
Wei Wang
Li Shen
Xiaochun Cao
    LRM
ArXiv (abs)PDFHTML

Papers citing "Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought"

20 / 20 papers shown
Title
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Jinguo Zhu
Weiyun Wang
Zhe Chen
Ziwei Liu
Shenglong Ye
...
Dahua Lin
Yu Qiao
Jifeng Dai
Wenhai Wang
Wei Wang
MLLMVLM
221
132
1
14 Apr 2025
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model
Zongcan Ding
Han Zhang
Peng Wu
Guansong Pang
Zhiwei Yang
Peng Wang
Yize Zhang
86
1
0
14 Apr 2025
TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning
Xingjian Zhang
Siwei Wen
Wenjun Wu
Lei Huang
LRM
136
16
0
13 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning
Xinhao Li
Ziang Yan
Desen Meng
Lu Dong
Xiangyu Zeng
Yinan He
Yun Wang
Yu Qiao
Yi Wang
Limin Wang
VLMAI4TSLRM
127
38
0
09 Apr 2025
Video-R1: Reinforcing Video Reasoning in MLLMs
Video-R1: Reinforcing Video Reasoning in MLLMs
Kaituo Feng
Kaixiong Gong
Yangqiu Song
Zonghao Guo
Yibing Wang
Tianshuo Peng
Jian Wu
Xiaoying Zhang
Benyou Wang
Xiangyu Yue
AI4TSSyDaLRM
173
62
0
27 Mar 2025
Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning
Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning
Yufei Zhan
Yousong Zhu
Shurong Zheng
Hongyin Zhao
Fan Yang
Ming Tang
Jinqiao Wang
VLM
118
19
0
23 Mar 2025
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning
Yang Liu
Kevin Qinghong Lin
C. Chen
Mike Zheng Shou
LM&RoLRM
389
6
0
17 Mar 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Wenxuan Huang
Bohan Jia
Zijie Zhai
Shaosheng Cao
Zheyu Ye
Fei Zhao
Zhe Xu
Yao Hu
Shaohui Lin
MUOffRLLRMMLLMReLMVLM
167
130
0
09 Mar 2025
Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM
Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM
Junxiao Ma
Jingjing Wang
Jiamin Luo
Peiying Yu
Guodong Zhou
121
1
0
26 Feb 2025
Qwen2.5-VL Technical Report
Qwen2.5-VL Technical Report
S. Bai
Keqin Chen
Xuejing Liu
Jialin Wang
Wenbin Ge
...
Zesen Cheng
Hang Zhang
Zhibo Yang
Haiyang Xu
Junyang Lin
VLM
438
699
0
20 Feb 2025
Unhackable Temporal Rewarding for Scalable Video MLLMs
Unhackable Temporal Rewarding for Scalable Video MLLMs
En Yu
Kangheng Lin
Liang Zhao
Yana Wei
Zining Zhu
...
Jianjian Sun
Zheng Ge
Xinsong Zhang
Jingyu Wang
Wenbing Tao
127
10
0
17 Feb 2025
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
Zhenyu Yang
Yihan Hu
Zemin Du
Dizhan Xue
Shengsheng Qian
Jiahong Wu
Fan Yang
W. Dong
Changsheng Xu
106
9
0
15 Feb 2025
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
Haomiao Xiong
Zhiyong Yang
Jiazuo Yu
Yunzhi Zhuge
Lu Zhang
Jiawen Zhu
Huchuan Lu
94
11
0
23 Jan 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
ReLMVLMOffRLAI4TSLRM
392
2,028
0
22 Jan 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Kimi Team
Angang Du
Bofei Gao
Bowei Xing
Changjiu Jiang
...
Zihao Huang
Ziyao Xu
Zhiyong Yang
Zonghan Yang
Zongyu Lin
OffRLALMAI4TSVLMLRM
351
338
0
22 Jan 2025
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling
InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling
Yi Wang
Xinhao Li
Ziang Yan
Yinan He
Jiashuo Yu
...
Kai Chen
Wenhai Wang
Yu Qiao
Yali Wang
Limin Wang
182
51
0
21 Jan 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Omkar Thawakar
Dinura Dissanayake
Ketan More
Ritesh Thawkar
Ahmed Heakl
...
Hisham Cholakkal
Ivan Laptev
Mubarak Shah
Fahad Shahbaz Khan
Salman Khan
VLMLRM
127
58
0
10 Jan 2025
Open-Sora: Democratizing Efficient Video Production for All
Open-Sora: Democratizing Efficient Video Production for All
Zangwei Zheng
Xiangyu Peng
Tianji Yang
Chenhui Shen
Shenggui Li
Hongxin Liu
Yukun Zhou
Tianyi Li
Yang You
VGen
179
256
0
31 Dec 2024
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
Xinhao Li
Yi Wang
Jiashuo Yu
Xiangyu Zeng
Yuhan Zhu
...
Yinan He
Chenting Wang
Yu Qiao
Yali Wang
L. Wang
VLM
230
40
0
31 Dec 2024
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMs
Rohit K Bharadwaj
Hanan Gani
Muzammal Naseer
Fahad Shahbaz Khan
Salman Khan
155
7
0
14 Jun 2024

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.