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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16,501 to 16,560 of 18,817

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation
Hongzhou Zhu, Min Zhao, Guande He +3
cs.CVarXiv:2602.02214v52026
GigaWorld-Policy: An Efficient Action-Centered World--Action Model
Angen Ye, Boyuan Wang, Chaojun Ni +21
cs.CVarXiv:2603.17240v22026
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding
Christopher Clark, Jieyu Zhang, Zixian Ma +18
cs.CVcs.AIarXiv:2601.10611v42026
Causal World Modeling for Robot Control
Lin Li, Qihang Zhang, Yiming Luo +9
cs.CVcs.ROarXiv:2601.21998v22026
SkillNet: Create, Evaluate, and Connect AI Skills
Yuan Liang, Ruobin Zhong, Haoming Xu +47
cs.AIcs.CLcs.CVarXiv:2603.04448v22026
One-step Latent-free Image Generation with Pixel Mean Flows
Yiyang Lu, Susie Lu, Qiao Sun +6
cs.CVarXiv:2601.22158v32026
Helios: Real Real-Time Long Video Generation Model
Shenghai Yuan, Yuanyang Yin, Zongjian Li +3
cs.CVarXiv:2603.04379v12026
VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model
Jingwen Sun, Wenyao Zhang, Zekun Qi +6
cs.ROcs.CVarXiv:2602.10098v22026
OpenClaw-RL: Train Any Agent Simply by Talking
Yinjie Wang, Xuyang Chen, Xiaolong Jin +2
cs.CLcs.AIcs.CVarXiv:2603.10165v22026
ABot-M0: VLA Foundation Model for Robotic Manipulation with Action Manifold Learning
Yandan Yang, Shuang Zeng, Tong Lin +11
cs.CVcs.CLcs.ROarXiv:2602.11236v22026
A Pragmatic VLA Foundation Model
Wei Wu, Fan Lu, Yunnan Wang +22
cs.ROcs.CVarXiv:2601.18692v42026
SAM 3D Body: Robust Full-Body Human Mesh Recovery
Xitong Yang, Devansh Kukreja, Don Pinkus +11
cs.CVarXiv:2602.15989v12026
V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning
Lorenzo Mur-Labadia, Matthew Muckley, Amir Bar +6
cs.CVarXiv:2603.14482v32026
Advancing Open-source World Models
Robbyant Team, Zelin Gao, Qiuyu Wang +21
cs.CVarXiv:2601.20540v12026
DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos
Shenyuan Gao, William Liang, Kaiyuan Zheng +27
cs.ROcs.AIcs.CVarXiv:2602.06949v12026
World Action Models are Zero-shot Policies
Seonghyeon Ye, Yunhao Ge, Kaiyuan Zheng +33
cs.ROcs.CVcs.LGarXiv:2602.15922v12026
Human-Centric Intelligence in the Era of Foundation Models: A Survey
Yang Chen, Tianqi Wang, Xiaorui Jiang +13
cs.CVarXiv:2608.18184v12026
Summaries:한국어
EgoSim: Egocentric World Simulator for Embodied Interaction Generation
Jinkun Hao, Mingda Jia, Ruiyan Wang +7
cs.CVcs.AIarXiv:2604.01001v22026
RecGen3D: Reconstruction-Guided 3D Generation in a Shared Canonical Space
Zhisheng Huang, Jiahao Chen, Cheng Lin +10
cs.CVarXiv:2604.01479v32026
PixelPrune: Pixel-Level Adaptive Visual Token Reduction via Predictive Coding
Nan Wang, Zhiwei Jin, Chen Chen +1
cs.CVcs.AIcs.CLarXiv:2604.00886v12026
Benchmarking and Mechanistic Analysis of Vision-Language Models for Cross-Depiction Assembly Instruction Alignment
Zhuchenyang Liu, Yao Zhang, Yu Xiao
cs.CVcs.CLarXiv:2604.00913v22026
FlowSlider: Training-Free Continuous Image Editing via Fidelity-Steering Decomposition
Taichi Endo, Guoqing Hao, Kazuhiko Sumi
cs.CVarXiv:2604.02088v12026
DynaVid: Learning to Generate Highly Dynamic Videos using Synthetic Motion Data
Wonjoon Jin, Jiyun Won, Janghyeok Han +4
cs.CVarXiv:2604.01666v12026
VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification
Jiahao Meng, Tan Yue, Qi Xu +7
cs.CVcs.MMarXiv:2604.01569v12026
VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors
Haz Sameen Shahgir, Xiaofu Chen, Yu Fu +4
cs.CVcs.CLarXiv:2604.02486v32026
Generative World Renderer
Zheng-Hui Huang, Zhixiang Wang, Jiaming Tan +6
cs.CVarXiv:2604.02329v12026
LinguDistill: Recovering Linguistic Ability in Vision-Language Models via Selective Cross-Modal Distillation
Patrick Amadeus Irawan, Erland Hilman Fuadi, Shanu Kumar +2
cs.CVcs.CLarXiv:2604.00829v32026
All Roads Lead to Rome: Incentivizing Divergent Thinking in Vision-Language Models
Xinyu Tian, Shu Zou, Zhaoyuan Yang +3
cs.CVarXiv:2604.00479v12026
AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration
Ruhao Liu, Weiqi Huang, Qi Li +1
cs.CRcs.CVarXiv:2604.01014v12026
HippoCamp: Benchmarking Contextual Agents on Personal Computers
Zhe Yang, Shulin Tian, Kairui Hu +9
cs.AIcs.CVarXiv:2604.01221v12026
Summaries:한국어
ActionParty: Multi-Subject Action Binding in Generative Video Games
Alexander Pondaven, Ziyi Wu, Igor Gilitschenski +4
cs.CVcs.AIcs.LGarXiv:2604.02330v22026
Tex3D: Objects as Attack Surfaces via Adversarial 3D Textures for Vision-Language-Action Models
Jiawei Chen, Simin Huang, Jiawei Du +5
cs.CVcs.AIarXiv:2604.01618v12026
Omni123: Exploring 3D Native Foundation Models with Limited 3D Data by Unifying Text to 2D and 3D Generation
Chongjie Ye, Cheng Cao, Chuanyu Pan +4
cs.CVcs.AIarXiv:2604.02289v12026
UniDriveVLA: Unifying Understanding, Perception, and Action Planning for Autonomous Driving
Yongkang Li, Lijun Zhou, Sixu Yan +11
cs.CVcs.ROarXiv:2604.02190v12026
GPA: Learning GUI Process Automation from Demonstrations
Zirui Zhao, Jun Hao Liew, Yan Yang +5
cs.CVcs.AIcs.SEarXiv:2604.01676v22026
LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model
Jiachun Jin, Zetong Zhou, Xiao Yang +4
cs.CVcs.LGarXiv:2604.02097v12026
Steerable Visual Representations
Jona Ruthardt, Manu Gaur, Deva Ramanan +2
cs.CVcs.AIarXiv:2604.02327v22026
DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning
Yang Zhou, Xiaofeng Wang, Hao Shao +8
cs.CVcs.AIcs.ROarXiv:2604.01765v12026
A Simple Baseline for Streaming Video Understanding
Yujiao Shen, Shulin Tian, Jingkang Yang +1
cs.CVarXiv:2604.02317v12026
Salt: Self-Consistent Distribution Matching with Cache-Aware Training for Fast Video Generation
Xingtong Ge, Yi Zhang, Yushi Huang +6
cs.CVeess.IVarXiv:2604.03118v22026
Token Warping Helps MLLMs Look from Nearby Viewpoints
Phillip Y. Lee, Chanho Park, Mingue Park +3
cs.CVarXiv:2604.02870v12026
Significance and Stability Analysis of Genotype-Environment Interaction using GxEStat
Meng'en Qin, Zhe Li, Hui Huang +1
cs.CVstat.AParXiv:2604.03337v32026
Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization
Paul Hyunbin Cho, Jinhyuk Jang, SeokYoung Lee +7
cs.CVarXiv:2606.11180v12026
Addressable Memory for Video World Models
Xindi Wu, Sven Elflein, James Lucas +5
cs.CVcs.LGarXiv:2608.07408v12026
PLUME: Latent Reasoning Based Universal Multimodal Embedding
Chenwei He, Xiangzhao Hao, Tianyu Yang +6
cs.CVarXiv:2604.02073v32026
Summaries:한국어
Watch Before You Answer: Learning from Visually Grounded Post-Training
Yuxuan Zhang, EunJeong Hwang, Huaisong Zhang +8
cs.CVcs.AIcs.CLarXiv:2604.05117v12026
SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing
Yicheng Xiao, Wenhu Zhang, Lin Song +10
cs.CVarXiv:2604.04911v22026
SciLT: Long-tailed Image Classification under Scientific Image Domains
Jiahao Chen, Bing Su
cs.CVarXiv:2604.03687v32026
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
Weian Mao, Xi Lin, Wei Huang +5
cs.CLcs.CVarXiv:2604.04921v12026
Training a Student Expert via Semi-Supervised Foundation Model Distillation
Pardis Taghavi, Tian Liu, Renjie Li +2
cs.CVarXiv:2604.03841v12026
Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling?
Peter Yongho Kim, Juhyeon Park, Jungwoo Park +4
cs.CVarXiv:2604.03619v12026
AURA: Always-On Understanding and Real-Time Assistance via Video Streams
Xudong Lu, Yang Bo, Jinpeng Chen +9
cs.CVarXiv:2604.04184v12026
A Systematic Study of Cross-Modal Typographic Attacks on Audio-Visual Reasoning
Tianle Chen, Deepti Ghadiyaram
cs.CVcs.SDarXiv:2604.03995v12026
CLEAR: Unlocking Generative Potential for Degraded Image Understanding in Unified Multimodal Models
Xiangzhao Hao, Zefeng Zhang, Zhenyu Zhang +6
cs.CVarXiv:2604.04780v12026
AvatarPointillist: AutoRegressive 4D Gaussian Avatarization
Hongyu Liu, Xuan Wang, Zijian Wu +7
cs.CVarXiv:2604.04787v22026
Vero: An Open RL Recipe for General Visual Reasoning
Gabriel Sarch, Linrong Cai, Qunzhong Wang +3
cs.CVcs.AIcs.CLarXiv:2604.04917v32026
Less Detail, Better Answers: Degradation-Driven Prompting for VQA
Haoxuan Han, Weijie Wang, Zeyu Zhang +2
cs.CVarXiv:2604.04838v22026
FileGram: Grounding Agent Personalization in File-System Behavioral Traces
Shuai Liu, Shulin Tian, Kairui Hu +6
cs.CVcs.AIarXiv:2604.04901v12026
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models
DataFlow Team, Bohan Zeng, Daili Hua +39
cs.CVarXiv:2604.04707v22026
MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
Bin Wang, Tianyao He, Linke Ouyang +40
cs.CVcs.CLarXiv:2604.04771v22026

Computer Vision and Pattern Recognition

Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation

GigaWorld-Policy: An Efficient Action-Centered World--Action Model

Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding

Causal World Modeling for Robot Control

SkillNet: Create, Evaluate, and Connect AI Skills

One-step Latent-free Image Generation with Pixel Mean Flows

Helios: Real Real-Time Long Video Generation Model

VLA-JEPA: Enhancing Vision-Language-Action Model with Latent World Model

OpenClaw-RL: Train Any Agent Simply by Talking

ABot-M0: VLA Foundation Model for Robotic Manipulation with Action Manifold Learning

A Pragmatic VLA Foundation Model

SAM 3D Body: Robust Full-Body Human Mesh Recovery

V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning

Advancing Open-source World Models

DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos

World Action Models are Zero-shot Policies

Human-Centric Intelligence in the Era of Foundation Models: A Survey

EgoSim: Egocentric World Simulator for Embodied Interaction Generation

RecGen3D: Reconstruction-Guided 3D Generation in a Shared Canonical Space

PixelPrune: Pixel-Level Adaptive Visual Token Reduction via Predictive Coding

Benchmarking and Mechanistic Analysis of Vision-Language Models for Cross-Depiction Assembly Instruction Alignment

FlowSlider: Training-Free Continuous Image Editing via Fidelity-Steering Decomposition

DynaVid: Learning to Generate Highly Dynamic Videos using Synthetic Motion Data

VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification

VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors

Generative World Renderer

LinguDistill: Recovering Linguistic Ability in Vision-Language Models via Selective Cross-Modal Distillation

All Roads Lead to Rome: Incentivizing Divergent Thinking in Vision-Language Models

AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration

HippoCamp: Benchmarking Contextual Agents on Personal Computers

ActionParty: Multi-Subject Action Binding in Generative Video Games

Tex3D: Objects as Attack Surfaces via Adversarial 3D Textures for Vision-Language-Action Models

Omni123: Exploring 3D Native Foundation Models with Limited 3D Data by Unifying Text to 2D and 3D Generation

UniDriveVLA: Unifying Understanding, Perception, and Action Planning for Autonomous Driving

GPA: Learning GUI Process Automation from Demonstrations

LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model

Steerable Visual Representations

DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning

A Simple Baseline for Streaming Video Understanding

Salt: Self-Consistent Distribution Matching with Cache-Aware Training for Fast Video Generation

Token Warping Helps MLLMs Look from Nearby Viewpoints

Significance and Stability Analysis of Genotype-Environment Interaction using GxEStat

Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization

Addressable Memory for Video World Models

PLUME: Latent Reasoning Based Universal Multimodal Embedding

Watch Before You Answer: Learning from Visually Grounded Post-Training

SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing

SciLT: Long-tailed Image Classification under Scientific Image Domains

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression

Training a Student Expert via Semi-Supervised Foundation Model Distillation

Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling?

AURA: Always-On Understanding and Real-Time Assistance via Video Streams

A Systematic Study of Cross-Modal Typographic Attacks on Audio-Visual Reasoning

CLEAR: Unlocking Generative Potential for Degraded Image Understanding in Unified Multimodal Models

AvatarPointillist: AutoRegressive 4D Gaussian Avatarization

Vero: An Open RL Recipe for General Visual Reasoning

Less Detail, Better Answers: Degradation-Driven Prompting for VQA

FileGram: Grounding Agent Personalization in File-System Behavioral Traces

OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale