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CVPR 2026

4,068 papers

Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing

Baifeng Shi, Stephanie Fu, Long Lian, Hanrong Ye, David Eigen

ProjFlow: Projection Sampling with Flow Matching for Zero-Shot Exact Spatial Motion Control

Akihisa Watanabe, Qing Yu, Edgar Simo-Serra, Kent Fujiwara

Seeing Conversations: Communication Context Identification in Egocentric Video

Tobias Dorszewski, Jens Hjortkjær

Revisiting Visual Corruptions in LVLMs: A Shape-Texture Perspective on Model Failures

Xinkuan Qiu, Meina Kan, Zhenliang He, Yongbin Zhou, Shiguang Shan

AdapTok: Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space

Yan Li, Changyao Tian, Renqiu Xia, Ning Liao, Weiwei Guo

OmniZip: Learning a Unified and Lightweight Lossless Compressor for Multi-Modal Data

Yan Zhao, Zhengxue Cheng, Junxuan Zhang, Dajiang Zhou, Qunshan Gu

Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models

Zizhi Chen, Yizhen Gao, Minghao Han, Yizhou Liu, Zhaoyu Chen

Reliev3R: Relieving Feed-forward 3D Reconstruction from Multi-View Geometric Annotations

Youyu Chen, Junjun Jiang, Yueru Luo, Kui Jiang, Xianming Liu

DSFlash: Comprehensive Panoptic Scene Graph Generation in Realtime

Julian Lorenz, Vladyslav Kovganko, Elias Kohout, Mrunmai Phatak, Daniel Kienzle

Decoupling Vision and Language: Codebook Anchored Visual Adaptation

Jason Wu, Tianchen Zhao, Chang Liu, Jiarui Cai, Zheng Zhang

PALM: Progress-Aware Policy Learning via Affordance Reasoning for Long-Horizon Robotic Manipulation

Yuanzhe Liu, Jingyuan Zhu, Yuchen Mo, Gen Li, Xu Cao

ReMoGen: Real-time Human Interaction-to-Reaction Generation via Modular Learning from Diverse Data

Yaoqin Ye, Yiteng Xu, Qin Sun, Xinge ZHU, Yujing Sun

GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training

Tong Wei, Yijun Yang, Changhao Zhang, Junliang Xing, Yuanchun Shi

The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy

Zhuo Chen, Fanyue Wei, Runze Xu, Jingjing Li, Lixin Duan

Memory-Augmented Scene Understanding and Exploration for Open-World Aerial Object-Goal Navigation

Jiacong Zhou, Jiaxu Miao, Yourun Lin, Xianyun Wang, Jun Xiao

Semi-supervised Echocardiography Video Segmentation via Anchor Semantic Awareness and Continuous Pseudo-label Reforging

Yunpeng Fang, Yimu Sun, Jingxing Guo, Huisi Wu, Jing Qin

E-3DPSM: A State Machine for Event-based Egocentric 3D Human Pose Estimation

Mayur Deshmukh, Hiroyasu Akada, Helge Rhodin, Christian Theobalt, Vladislav Golyanik

MatchMask: Mask-Centric Generative Data Augmentation for Label-Scarce Semantic Segmentation

Yuqi Lin, Hao Zhang, Wenqi Shao, Shiqu Liu, Zhihong Gu

Focal-General Diffusion Model with Semantic Consistent Guidance for Sign Language Production

Yiheng Yu, Sheng Liu, Yuan Feng, Zhelun Jin, Yining Jiang

Cross-domain Dual-stream Feature Disentanglement for Brain Disorder Prediction with Sparsely Labeled PET

Huabin Wang, Xinyu Chen, Yuan Zhou, Fei Liu

FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction

Runqi Lin, Alasdair Paren, Suqin Yuan, Muyang Li, Philip Torr

Follow the Saliency: Supervised Saliency for Retrieval-augmented Dense Video Captioning

Seung hee Choi, MinJu Jeon, Hyunwoo Oh, Jihwan Lee, Dong-Jin Kim

Sky2Ground: A Benchmark for Site Modeling under Varying Altitude

Zengyan Wang, Sirshapan Mitra, Rajat Modi, Hui Lim, Yogesh Rawat

Learning Scene Coordinate Reconstruction from Unposed Images via Pose Graph Optimization

Tze Ho Elden Tse, Jizong Peng, Angela Yao

FG-Portrait: 3D Flow Guided Editable Portrait Animation

Yating Xu, Yunqi Miao, Evangelos Ververas, Jiankang Deng, Jifei Song

Synthesizing Visual Concepts as Vision-Language Programs

Antonia Wüst, Wolfgang Stammer, Hikaru Shindo, Lukas Helff, Devendra Singh Dhami

Let Your Image Move with Your Motion! -- Implicit Multi-Object Multi-Motion Transfer

Yuze Li, Dong Gong, Xiao Cao, Junchao Yuan, Dongsheng Li

Decouple Your Discovery and Memory in Continual Generalized Category Discovery

Jiawei Yu, Zijian Gao, Xingxing Zhang, Xuan Liu, Huaimin Wang

Selection-as-Nonlinearity: Bridging Attention and Activation via a Joint Game-Decision Lens for Interpretable, Discriminative Visual Representations

Sudong Cai, Shuai Yuan, Bingzhi Chen, Rui Mao, Bing Wang

Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining

Weijun Zhuang, Yuqing Huang, Weikang Meng, Xin Li, Ming Liu

Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models

Yiming Wu, Chenghao Chen, Changkun Wu, Chong Fu, Biru Zhu

Training-free Motion Factorization for Compositional Video Generation

Zixuan Wang, Ziqin Zhou, Feng Chen, Duo Peng, Yixin Hu

Linear Fundamental Matrix Estimation from 7 or 5 Points

Taci Ata Kucukpinar, Juan Mogollon, Joshua Fraser, Timothy Duff, Kannappan Palaniappan

Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset

Qingyan Bai, Qiuyu Wang, Hao Ouyang, Yue Yu, Hanlin Wang

Scaling Multi-Identity Consistency for Image Customization via Multi-to-Multi Matching Paradigm

Yufeng Cheng, Wenxu Wu, Shaojin Wu, Mengqi Huang, Fei Ding

Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes

Jing Tan, Zhaoyang Zhang, Yantao Shen, Jiarui Cai, Shuo Yang

BluRef: Unsupervised Image Deblurring with Dense-Matching References

Bang-Dang Pham, Anh Tran, Cuong Pham, Minh Hoai

HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing

Yuyao Zhang, Alexander Huang-Menders, Yu-Wing Tai

Lynx: Towards High-Fidelity Personalized Video Generation

Shen Sang, Tiancheng Zhi, Tianpei Gu, Jing Liu, Linjie Luo

Single-Round Scalable Analytic Federated Learning

Alan T. L. Bacellar, Mustafa Munir, Felipe M. G. França, Priscila M. V. Lima, Radu Marculescu

Discovering Adaptive Task Dependencies for Efficient Multi-Task Representation Compression

Zhimeng Huang, Rongao Yuan, Junlong Gao, Qi Mao, Siwei Ma

SLVMEval: Synthetic Meta Evaluation Benchmark for Text-to-Long Video Generation

Ryosuke Matsuda, Keito Kudo, Haruto Yoshida, Nobuyuki Shimizu, Jun Suzuki

MonoVLM: Monocular 3D Visual Grounding with Vision Language Models

Huaizhi Qu, Hossein Nourkhiz Mahjoub, Vaishnav Tadiparthi, Kwonjoon Lee, Tianlong Chen

ARGUS: Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following Behavior

Weikai Lu, Ziqian Zeng, Kehua Zhang, Haoran Li, HUIPING ZHUANG

R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment

Zhuangzi Li, Jian Jin, Shilv Cai, Weisi Lin

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

Christopher Clark, Jieyu Zhang, Zixian Ma, Jae Sung Park, Rohun Tripathi

Beyond Text: Visual Description Assembly by Probabilistic Model for CLIP-based Weakly Supervised Semantic Segmentation

Xianglin Qiu, Jian Wang, Xiaolei Wang, Zhen Zhang, Jimin Xiao

Mind the Hitch: Dynamic Calibration and Articulated Perception for Autonomous Trucks

Morui Zhu, Yongqi Zhu, Song Fu, Qing Yang

Training One Model to Master Cross-Level Agentic Actions via Reinforcement Learning

Kaichen He, Zihao Wang, Muyao Li, Anji Liu, Yitao Liang

TGT: Text-Grounded Trajectories for Locally Controlled Video Generation

Guofeng Zhang, Angtian Wang, Jacob Zhiyuan Fang, Liming Jiang, Haotian Yang

SkillSight: Efficient First-Person Skill Assessment with Gaze

Chi Hsuan Wu, Ashutosh Kumar, Kristen Grauman

Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video Captioning

Yolo Y. Tang, Chao Huang, Susan Liang, Jing Bi, Yicheng Wang

Cross-modal Fuzzy Alignment Network for Text-Aerial Person Retrieval and A Large-scale Benchmark

Yifei Deng, Chenglong Li, Yuyang Zhang, Guyue Hu, Jin Tang

DriveVLN: Towards Mapless Vision-and-Language Navigation in Autonomous Driving

Dongqian Guo, Haoran Wei, Wencheng Han, Runzhou Tao, Zhongying Qiu

Your Dissimilarities Define You: Complementary Learning Exploiting Class Diversities

Dimitrios Katsikas, Nikolaos Passalis, Anastasios Tefas

AHS: Adaptive Head Synthesis via Synthetic Data Augmentations

Taewoong Kang, Hyojin Jang, Sohyun Jeong, Seunggi Moon, Gihwi Kim

UniGeoRS: A Unified Benchmark for Tri-view Geo-Localization

Xiao Liang, Huaizhi Tang, Feiyang Zhang, Shiji Yuan, Chun Hu

RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction

Chenxu Peng, Chenxu Wang, Yimian Dai, Yongxiang Liu, Ming-Ming Cheng

Attention-aware Inference Optimizations for Large Vision-Language Models with Memory-efficient Decoding

Fatih Ilhan, Gaowen Liu, Ramana Rao Kompella, Selim Furkan Tekin, Tiansheng Huang

RaUF: Learning the Spatial Uncertainty Field of Radar

Shengpeng Wang, Kuangyu Wang, Wei Wang

Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstruction

Haato Watanabe, Nobuyuki Umetani

BiomedCCPL: Causal Conditional Prompt Learning for Biomedical Vision-Language Models

Xueliang Cui, Juncai Zhang, Jiacheng Hou, Dan Lu, Hao Zhang

RevINN: An End-to-End Invertible Neural Network for Reversible Adversarial Examples Generation

Jielun Huang, Chi-Man Pun, Guoheng Huang

VL-RouterBench: A Benchmark for Vision-Language Model Routing

Zhehao Huang, Baijiong Lin, Jingyuan Zhang, Jingying Wang, Yuhang Liu

Hidden Monotonicity: Explaining Deep Neural Networks via their DC Decomposition

Jakob Paul Zimmermann, Georg Loho

Curvature-Aware Zeroth-Order Optimization for Memory-Efficient Test-Time Adaptation

Junming Zhang, Shuyu Yin, Peilin Liu, Rendong Ying, Fei Wen

IF-Prune: Information-Flow Guided Token Pruning for Efficient Vision-Language Models

Guohao Sun, Yufei Wang, Sizhuo Ma, Yuege Xie, Yuting Cheng

Spectrum from Defocus: Fast Spectral Imaging with Chromatic Focal Stack

M. Kerem Aydin, Yi-Chun Hung, Jaclyn Pytlarz, Qi Guo, Emma Alexander

BEV-CAR: Enhancing Monocular Bird's Eye View Segmentation with Context-Aware Rasterization

Yixin Xiong, Ke Wang, Tongtong Cheng, Chunhui Liu, Kai Liu

Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning

Jiachen Tu, Guanghui Qin, Theodore Zhengde Zhao, Jeya Maria Jose Valanarasu, Sheng Zhang

Towards Knowledge-augmented Bayesian Deep Learning For Computer Vision

Wang Ma, Hanjing Wang, Yufei Zhang, Darsha Udayanga, Qiang Ji

Localizing, Structuring, and Rendering: Bridging 3D and 2D Vision-Language-Action Models for Robotic Manipulation

Yunlong Zhao, Xiaoheng Deng, Yichao Cao, Yi Chen, Xiangjian He

HAMMER: Harnessing MLLMs via Cross-Modal Integration for Intention-Driven 3D Affordance Grounding

Lei Yao, Yong Chen, Yuejiao Su, Yi Wang, Moyun Liu

Anchoring the Mind of Multimodal Reasoners: Cognitive Bias as a Vector for Jailbreak Attacks

Linhua Cong, Bingrui Sima, Kun He

Multimodal Distribution Matching for Vision-Language Dataset Distillation

Jongoh Jeong, Hoyong Kwon, Minseok Kim, Kuk-Jin Yoon

Spectrally Distilled Representations Aligned with Instruction-Augmented LLMs for Satellite Imagery

Minh Kha Do, Wei Xiang, Kang Han, Di Wu, Khoa Phan

Visual Personalization Turing Test

Rameen Abdal, James Burgess, Sergey Tulyakov, Kuan-Chieh Jackson Wang

Dual-level Adapter Boosting Prompt-free Curvilinear Structure Segmentation

Kai Zhu, Li Chen, Jun Cheng

Attribution as Retrieval: Model-Agnostic AI-Generated Image Attribution

Hongsong Wang, Renxi Cheng, Chaolei Han, Jie Gui

WildRayZer: Self-supervised Large View Synthesis in Dynamic Environments

Xuweiyi Chen, Wentao Zhou, Zezhou Cheng

Rethinking Concept Bottleneck Models: From Pitfalls to Solutions

Merve Tapli, Quentin Bouniot, Wolfgang Stammer, Zeynep Akata, Emre Akbas

SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker

Junbin Su, Ziteng Xue, Shihui Zhang, Kun Chen, Weiming Hu

Beyond the Static World: Continual Category Discovery under Visual Drift

Wei Feng, Yiwen Jiang, Sijin Zhou, Zongyuan Ge

FedAdamom: Adaptive Momentum for Improved Generalization in Federated Optimization

Wenjie Hou, Tianxiang Chen, Feng Wang, Tiantong Wu, Zhiming Zheng

Learning to Refuse: Refusal-Aware Reinforcement Fine-Tuning for Hard-Irrelevant Queries in Video Temporal Grounding

Jin-Seop Lee, SungJoon Lee, SeongJun Jung, Boyang Li, Jee-Hyong Lee

Learned Image Compression via Sparse Attention and Adaptive Frequency

Huidong Ma, Xinyan Shi, Hui Sun, Xiaofei Yue, Xiaoguang Liu

MoBind: Motion Binding for Fine-Grained IMU-Video Pose Alignment

Duc Duy Nguyen, Tat-jun Chin, Minh Hoai

Domain-Skewed Federated Learning with Feature Decoupling and Calibration

Huan Wang, Jun Shen, Jun Yan, Guansong Pang

Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representation

Boyu Han, Qianqian Xu, Shilong Bao, Zhiyong Yang, Ruochen Cui

VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs

Brigitta Malagurski Törtei, Yasser Dahou, Ngoc Dung Huynh, Wamiq Reyaz Para, Phúc H. Lê Khắc

Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer

Dong In Lee, Hyungjun Doh, Seunggeun Chi, Runlin Duan, Sangpil Kim

LitePT: Lighter Yet Stronger Point Transformer

Yuanwen Yue, Damien Robert, Jianyuan Wang, Sunghwan Hong, Jan Dirk Wegner

VGGT-360: Geometry-Consistent Zero-Shot Panoramic Depth Estimation

Jiayi Yuan, Haobo Jiang, De Wen Soh, Na Zhao

Reinforcing Structured Chain-of-Thought for Video Understanding

peiyao wang, Haotian Xu, Noranart Vesdapunt, Rui Hou, Jingyi Zhang

Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving

Minhao Xiong, Zichen Wen, Zhuangcheng Gu, Xuyang Liu, Rui Zhang

SelecTKD: Selective Token-Weighted Knowledge Distillation for LLMs

Haiduo Huang, Jiangcheng Song, Yadong Zhang, Pengju Ren

Scale Space Diffusion

Soumik Mukhopadhyay, Prateksha Udhayanan, Abhinav Shrivastava

Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images

Kazuya Nishimura, Ryoma Bise, Shinnosuke Matsuo, Haruka Hirose, Yasuhiro Kojima

FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning

Yuan Yao, Lixu Wang, Jiaqi Wu, Jin Song, Simin Chen

OMG-Bench: A New Challenging Benchmark for Skeleton-based Online Micro Hand Gesture Recognition

Haochen Chang, Pengfei Ren, Buyuan Zhang, Da Li, Tianhao Han