Computer Vision and Pattern Recognition

Papers filed under cs.CV on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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5,941 to 6,000 of 18,839

Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture
Vikas Reddy, Conrad Sanderson, Brian C. Lovell
cs.CVarXiv:1304.0886v12013
ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing
Roshan Prakash Rane, Marco Simnacher, Manuel Pfeuffer +7
cs.LGcs.AIcs.CVarXiv:2608.26083v12026
Domain-Size Pooling in Local Descriptors: DSP-SIFT
Jingming Dong, Stefano Soatto
cs.CVarXiv:1412.8556v32014
Reconstructing Hand-Object Interactions in the Wild
Zhe Cao, Ilija Radosavovic, Angjoo Kanazawa +1
cs.CVarXiv:2012.09856v22020
PANDA - Prototype-Anchored Alignment for Partially Unpaired Multimodal Learning, with Applications to Alzheimers MRI and TCGA Pathology
Sheethal Bhat, Mahfuzur Rahman Chowdhury, Paula Andrea Perez-Toro +4
cs.CVcs.AIarXiv:2608.25970v12026
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
Jack Hong, Shilin Yan, Jiayin Cai +3
cs.CVcs.AIarXiv:2502.04326v32025
Less Contouring, More Accuracy: Lesion-Guided ROI Deep Learning for Ovarian Ultrasound Classification
Mehran Ahmad, Ali Abbasian Ardakani, Afshin Mohammadi +3
cs.CVarXiv:2608.25965v12026
Unfold The World: Factorize 4D Properties in Reinforcing Spatial Reasoning
Yijun Yang, Shenghe Zheng, Wenbo Li +8
cs.CVarXiv:2609.03729v12026
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition
Xiaoyu Yue, Zhanghui Kuang, Chenhao Lin +2
cs.CVarXiv:2007.07542v22020
Building Pretraining Data for World Models: An Unreal Engine-Based Pipeline for Action-Conditioned Video Generation
Haoyu Wang, Songchun Zhang, Haoran Li +3
cs.CVcs.GRarXiv:2609.03557v12026
GRIT: Teaching MLLMs to Think with Images
Yue Fan, Xuehai He, Diji Yang +6
cs.CVcs.AIcs.CLarXiv:2505.15879v22025
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification
Yunpeng Zhai, Qixiang Ye, Shijian Lu +3
cs.CVarXiv:2007.01546v32020
Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
Ye Wang, Ziheng Wang, Boshen Xu +14
cs.CVcs.AIcs.CLarXiv:2503.13377v32025
Metrics reloaded: Recommendations for image analysis validation
Lena Maier-Hein, Annika Reinke, Patrick Godau +71
cs.CVarXiv:2206.01653v82022
Summaries:한국어
Swarm-SLAM : Sparse Decentralized Collaborative Simultaneous Localization and Mapping Framework for Multi-Robot Systems
Pierre-Yves Lajoie, Giovanni Beltrame
cs.ROcs.CVarXiv:2301.06230v32023
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models
Yuxiang Lai, Jike Zhong, Ming Li +4
cs.CVarXiv:2503.13939v52025
Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?
Erjin Zhou, Zhimin Cao, Qi Yin
cs.CVarXiv:1501.04690v12015
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation
Sun Yu, Ye Yun, Liu Wu +3
cs.CVarXiv:1908.07172v22019
Compact 3D Scene Representation via Self-Organizing Gaussian Grids
Wieland Morgenstern, Florian Barthel, Anna Hilsmann +1
cs.CVarXiv:2312.13299v22023
Deep Self-Taught Learning for Weakly Supervised Object Localization
Zequn Jie, Yunchao Wei, Xiaojie Jin +2
cs.CVarXiv:1704.05188v22017
MMSearch-R1: Incentivizing LMMs to Search
Jinming Wu, Zihao Deng, Wei Li +5
cs.CVcs.CLarXiv:2506.20670v12025
Denoising Hyperspectral Image with Non-i.i.d. Noise Structure
Yang Chen, Xiangyong Cao, Qian Zhao +2
cs.CVarXiv:1702.00098v12017
Functional Adversarial Attacks
Cassidy Laidlaw, Soheil Feizi
cs.LGcs.CVarXiv:1906.00001v22019
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu +1
eess.IVcs.CVarXiv:2006.04878v22020
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation
Zhengxiong Luo, Zhicheng Wang, Yan Huang +2
cs.CVarXiv:2012.15175v42020
Quaternion Convolutional Neural Networks
Xuanyu Zhu, Yi Xu, Hongteng Xu +1
cs.CVarXiv:1903.00658v12019
Unpaired Deep Image Deraining Using Dual Contrastive Learning
Xiang Chen, Jinshan Pan, Kui Jiang +5
cs.CVarXiv:2109.02973v42021
Epona: Autoregressive Diffusion World Model for Autonomous Driving
Kaiwen Zhang, Zhenyu Tang, Xiaotao Hu +9
cs.CVarXiv:2506.24113v12025
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild
Avinab Saha, Sandeep Mishra, Alan C. Bovik
cs.CVcs.LGcs.MMarXiv:2304.00451v22023
Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
Zeqiang Lai, Yunfei Zhao, Haolin Liu +23
cs.CVcs.AIarXiv:2506.16504v12025
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Zhaochen Su, Peng Xia, Hangyu Guo +12
cs.CVarXiv:2506.23918v32025
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
Zhongang Cai, Wanqi Yin, Ailing Zeng +10
cs.CVarXiv:2309.17448v32023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
Zigang Geng, Binxin Yang, Tiankai Hang +8
cs.CVarXiv:2309.03895v12023
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning
Chenxin Xu, Robby T. Tan, Yuhong Tan +4
cs.CVcs.MAarXiv:2303.10876v22023
DeepEyesV2: Toward Agentic Multimodal Model
Jack Hong, Chenxiao Zhao, ChengLin Zhu +3
cs.CVcs.AIarXiv:2511.05271v42025
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
Haonan Qiu, Menghan Xia, Yong Zhang +4
cs.CVarXiv:2310.15169v32023
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
Duo Zheng, Shijia Huang, Yanyang Li +1
cs.CVcs.AIarXiv:2505.24625v32025
Neural-Collapse-guided Task-Free Continual Anomaly Detection
Xiaotong Kong, Chaoyang Song, Ziai Zhou +3
cs.CVarXiv:2609.03406v12026
Improved Mean Flows: On the Challenges of Fastforward Generative Models
Zhengyang Geng, Yiyang Lu, Zongze Wu +3
cs.CVcs.LGarXiv:2512.02012v22025
GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning
Zhenyu Xie, Zaiyu Huang, Xin Dong +5
cs.CVarXiv:2303.13756v12023
Sonata: Self-Supervised Learning of Reliable Point Representations
Xiaoyang Wu, Daniel DeTone, Duncan Frost +7
cs.CVarXiv:2503.16429v12025
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
Hritik Bansal, Clark Peng, Yonatan Bitton +3
cs.CVarXiv:2503.06800v12025
Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation
Yingmao Miao, Pengfei Zhang, Chaoran Xu +5
cs.CVarXiv:2609.03673v12026
Osprey: Pixel Understanding with Visual Instruction Tuning
Yuqian Yuan, Wentong Li, Jian Liu +5
cs.CVarXiv:2312.10032v42023
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Rui Meng, Ziyan Jiang, Ye Liu +10
cs.CVcs.CLarXiv:2507.04590v12025
MambaIRv2: Attentive State Space Restoration
Hang Guo, Yong Guo, Yaohua Zha +5
eess.IVcs.CVcs.LGarXiv:2411.15269v22024
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Xiyao Wang, Zhengyuan Yang, Chao Feng +6
cs.CVarXiv:2504.07934v32025
MonoPerfCap: Human Performance Capture from Monocular Video
Weipeng Xu, Avishek Chatterjee, Michael Zollhöfer +4
cs.CVcs.GRarXiv:1708.02136v22017
A multicenter benchmark and clinically structured metric for coronary CTA report generation
Zhiyu Ye, Yue Sun, Limiao Zou +7
cs.CVarXiv:2609.00909v12026
CMRVision: A Foundation Model for Cardiac MR Image Analysis
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
cs.CVarXiv:2609.01308v12026
Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks
Sumant Sharma, Connor Beierle, Simone D'Amico
cs.CVarXiv:1809.07238v12018
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
Tilman Räuker, Anson Ho, Stephen Casper +1
cs.LGcs.AIcs.CLarXiv:2207.13243v62022
TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval
Yuqi Liu, Pengfei Xiong, Luhui Xu +2
cs.CVarXiv:2207.07852v12022
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning
NVIDIA, :, Alisson Azzolini +51
cs.AIcs.CVcs.LGarXiv:2503.15558v32025
Content-Aware Unsupervised Deep Homography Estimation
Jirong Zhang, Chuan Wang, Shuaicheng Liu +5
cs.CVarXiv:1909.05983v22019
Multi-Adapter RGBT Tracking
Chenglong Li, Andong Lu, Aihua Zheng +2
cs.CVarXiv:1907.07485v12019
Illiterate DALL-E Learns to Compose
Gautam Singh, Fei Deng, Sungjin Ahn
cs.CVcs.LGarXiv:2110.11405v32021
Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks
Luca Bertinetto, Romain Mueller, Konstantinos Tertikas +2
cs.CVcs.LGarXiv:1912.09393v22019
PromptIR: Prompting for All-in-One Blind Image Restoration
Vaishnav Potlapalli, Syed Waqas Zamir, Salman Khan +1
cs.CVarXiv:2306.13090v12023
WorldMem: Long-term Consistent World Simulation with Memory
Zeqi Xiao, Yushi Lan, Yifan Zhou +4
cs.CVarXiv:2504.12369v32025

Computer Vision and Pattern Recognition

Improved Anomaly Detection in Crowded Scenes via Cell-based Analysis of Foreground Speed, Size and Texture

ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditing

Domain-Size Pooling in Local Descriptors: DSP-SIFT

Reconstructing Hand-Object Interactions in the Wild

PANDA - Prototype-Anchored Alignment for Partially Unpaired Multimodal Learning, with Applications to Alzheimers MRI and TCGA Pathology

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs

Less Contouring, More Accuracy: Lesion-Guided ROI Deep Learning for Ovarian Ultrasound Classification

Unfold The World: Factorize 4D Properties in Reinforcing Spatial Reasoning

RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition

Building Pretraining Data for World Models: An Unreal Engine-Based Pipeline for Action-Conditioned Video Generation

GRIT: Teaching MLLMs to Think with Images

Multiple Expert Brainstorming for Domain Adaptive Person Re-identification

Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding

Metrics reloaded: Recommendations for image analysis validation

Swarm-SLAM : Sparse Decentralized Collaborative Simultaneous Localization and Mapping Framework for Multi-Robot Systems

Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models

Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not?

Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation

Compact 3D Scene Representation via Self-Organizing Gaussian Grids

Deep Self-Taught Learning for Weakly Supervised Object Localization

MMSearch-R1: Incentivizing LMMs to Search

Denoising Hyperspectral Image with Non-i.i.d. Noise Structure

Functional Adversarial Attacks

KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations

Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation

Quaternion Convolutional Neural Networks

Unpaired Deep Image Deraining Using Dual Contrastive Learning

Epona: Autoregressive Diffusion World Model for Autonomous Driving

Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild

Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation

InstructDiffusion: A Generalist Modeling Interface for Vision Tasks

EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning

DeepEyesV2: Toward Agentic Multimodal Model

FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling

Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors

Neural-Collapse-guided Task-Free Continual Anomaly Detection

Improved Mean Flows: On the Challenges of Fastforward Generative Models

GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning

Sonata: Self-Supervised Learning of Reliable Point Representations

VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation

Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation

Osprey: Pixel Understanding with Visual Instruction Tuning

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents

MambaIRv2: Attentive State Space Restoration

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

MonoPerfCap: Human Performance Capture from Monocular Video

A multicenter benchmark and clinically structured metric for coronary CTA report generation

CMRVision: A Foundation Model for Cardiac MR Image Analysis

Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks

Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks

TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval

Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

Content-Aware Unsupervised Deep Homography Estimation

Multi-Adapter RGBT Tracking

Illiterate DALL-E Learns to Compose

Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks

PromptIR: Prompting for All-in-One Blind Image Restoration

WorldMem: Long-term Consistent World Simulation with Memory