CVPR 2026

4,068 papers

Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer

Mohsen Ghafoorian, Denis Korzhenkov, Amirhossein Habibian

Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation

Mengshi Qi, Jiaxuan Peng, Xianlin Zhang, Huadong Ma

FastHybrid: Accelerating Hybrid Autoregressive Image Generation with Lookahead and Guided Decoding

Zhengguo Jiang, Fang Zhang, YongXiang Hua, Bocheng Li, Wentao Zhang

SafeLogo: Turning Your Logos into Jailbreak Shields via Micro-Regional Adversarial Training

Zhiyi Duan, Xiaoyue Zhang, Tianxing Man

UniRefiner: Teaching Pre-trained ViTs to Self-Dispose Dross via Contrastive Register

Congpei Qiu, Zhaoyu Hu, Wei Ke, Zhuotao Tian, Yanhao Wu

Dual-Agent Reinforcement Learning for Adaptive and Cost-Aware Visual-Inertial Odometry

Feiyang Pan, Shenghe Zheng, Chunyan Yin, Guangbin Dou

PET-DINO: Unifying Visual Cues into Grounding DINO with Prompt-Enriched Training

Weifu Fu, Jinyang Li, Bin-Bin Gao, Jialin Li, Yuhuan Lin

DecoVLN: Decoupling Observation, Reasoning, and Correction for Vision-and-Language Navigation

Zihao Xin, Wentong Li, Yixuan Jiang, Bin Wang, Runmin Cong

CARLoS: Retrieval via Concise Assessment Representation of LoRAs at Scale

Shahar Sarfaty, Adi Haviv, Uri Hacohen, Niva Elkin-Koren, Roi Livni

MetroGS: Efficient and Stable Reconstruction of Geometrically Accurate High-Fidelity Large-Scale Scenes

Kehua Chen, Tianlu Mao, Xinzhu Ma, Hao Jiang, Zehao Li

Iris: Integrating Language into Diffusion-based Monocular Depth Estimation

Ziyao Zeng, Jingcheng Ni, Daniel Wang, Patrick Rim, Younjoon Chung

SAMTok: Representing Any Mask with Two Words

Yikang Zhou, Tao Zhang, Dengxian Gong, Yuanzheng Wu, Ye Tian

Bias Is a Subspace, Not a Coordinate: A Geometric Rethinking of Post-hoc Debiasing in Vision-Language Models

Dachuan Zhao, Weiyue Li, Zhenda Shen, Yushu Qiu, Bowen Xu

Turning Pre-Trained Vision Transformers into End-to-End Histopathology Whole Slide Image Models for Survival Prediction

Jiawen Li, Jiali Hu, Xitong Ling, Renao YAN, Yuxuan Chen

A More Word-like Image Tokenization for MLLMs

Hyun Lee, Hyemin Jeong, Yejin Kim, Hyungwook Choi, Hyunsoo Cho

When AVSR Meets Video Conferencing: Dataset, Degradation, and the Hidden Mechanism Behind Performance Collapse

Yihuan Huang, Jun Xue, Liu Jiajun, Daixian Li, Tong Zhang

Residual Decoder Adapter: ID-Preserving Tokenizer Adaption for Autoregressive Text Rendering

Dongxing Mao, Alex Jinpeng Wang, Jiahao Tang, Kevin Qinghong Lin, Linjie Li

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space

Jiarui Wu, Yujin Wang, Ruikang Li, Fan Zhang, Mingde Yao

Stronger Normalization-Free Transformers

Mingzhi Chen, TaiMing Lu, Jiachen Zhu, Mingjie Sun, Zhuang Liu

Towards High-Quality Image Segmentation: Improving Topology Accuracy by Penalizing Neighbor Pixels

Juan Miguel Valverde, Dim P. Papadopoulos, Rasmus Larsen, Anders Bjorholm Dahl

RunawayEvil: Jailbreaking the Image-to-Video Generative Models

Songping Wang, Rufan Qian, Yueming LYU, Qinglong Liu, Linzhuang Zou

TAMER: A Tri-Modal Contrastive Alignment and Multi-Scale Embedding Refinement Framework for Zero-Shot ECG Diagnosis

Xuewei Zhou, Yajie Meng, Pan Zeng, Xianfang Tang, Feifei Cui

SplatSuRe: Selective Super-Resolution for Multi-view Consistent 3D Gaussian Splatting

Pranav Asthana, Alex Hanson, Allen Tu, Tom Goldstein, Matthias Zwicker

SEA-Flow3D: Simplified, Efficient, and Accurate Scene Flow via Spatial Vector Sampling and Multi-scale Refinement

Han Ling, Quansen Sun, Yinghua Yao, Ivor Tsang, Yinghui Sun

TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model

Ao Li, Yuxiang Duan, Jinghui Zhang, Congbo Ma, Yutong Xie

RoMo: A Large-Scale, Richly Organized Dataset and Semantic Taxonomy for Human Motion Generation

Jiahao Zhang, Joseph Liu, Young-Yoon Lee, Seonghyeon Moon, Victor Zordan

MRD: Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding

Fan Yang, Xingping Dong, Xin Yu, Wenhan Luo, Wei Liu

Learning to Drive is a Free Gift: Large-Scale Label-Free Autonomy Pretraining from Unposed In-The-Wild Videos

Matthew Strong, Wei-Jer Chang, Quentin Herau, Jiezhi Yang, Yihan Hu

VSRELL: A Simple Baseline for Video Super-Resolution and Enhancement in Low-Light Environment

Yanming Hui, Fanhua Shang, Hongying Liu, Ben Wang, Zhenwei Zhang

Incremental Object Detection via Future-Aware Decoupled Cross-Head Distillation

Chenfeng Yin, De Cheng, Wenlong Luo, Mingyue Zeng, Shizhou Zhang

Universal 3D Shape Matching via Coarse-to-Fine Language Guidance

Qinfeng Xiao, Guofeng Mei, Bo Yang, Liying Zhang, Jian Zhang

SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model

Jiayuan Du, Yiming Zhao, Zhenglong Guo, Yong Pan, Wenbo Hou

Multi-Paradigm Collaborative Adversarial Attack Against Multi-Modal Large Language Models

Yuanbo Li, Tianyang Xu, Cong Hu, Tao Zhou, Xiao-Jun Wu

Progressive Supernet Training for Efficient Visual Autoregressive Modeling

Xiaoyue Chen, Yuling Shi, Kaiyuan Li, Huandong Wang, Yong Li

Bridging the 2D-3D Gap: A Hierarchical Semantic-Geometric Map for Vision Language Navigation

Kailing Li, Tianwen Qian, Lijin Yang, Yuqian Fu, Jingyu Gong

Rounded or Streamlined Head? Bridging Concept Bottleneck Models and Attribute-Described Object Parts

Yang Liu, Jiajin Zhang, Yaojun Hu, Bingguang Hao, Xin Cao

SoccerMaster: A Vision Foundation Model for Soccer Understanding

Haolin Yang, Jiayuan Rao, Haoning Wu, Weidi Xie

FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution

Seungho Choi, Jeahun Sung, Jihyong Oh

Block-based Learned Image Compression without Blocking Artifacts

Jong Wook Kim, Suyong Bahk, TaeHwa Lee, Hyundong Cho, Donghyun Kim

Mind the Discriminability Trap in Source-Free Cross-domain Few-shot Learning

Zhenyu Zhang, Yixiong Zou, Yuhua Li, Ruixuan Li, Guangyao Chen

RPGFusion: 4D Radar Prior-Guided Multi-Modal Fusion for 3D Detection

Xin Qiu, Wenjie Liu

x^2-Fusion: Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space

Ruishan Guo, Ciyu Ruan, Haoyang Wang, Zihang Gong, Jingao Xu

E-RayZer: Self-supervised 3D Reconstruction as Spatial Visual Pre-training

Qitao Zhao, Hao Tan, Qianqian Wang, Sai Bi, Kai Zhang

Semantic Scale Space: A Framework for Controllable Image Abstraction

Kazu Mishiba

IEBGL:An Interpretability-Enhanced Brain Graph Learning Framework with LLM-Instructed Topology and Literature-Augmented Semantics

Yihang Duan, Shuo Huang, Li Zhang, Meiling Wang

Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping

Tianxiang Du, Hulingxiao He, Yuxin Peng

FlashCap: Millisecond-Accurate Human Motion Capture via Flashing LEDs and Event-Based Vision

Zekai Wu, Shuqi Fan, Mengyin Liu, Yuhua Luo, Xincheng Lin

ProPhy: Progressive Physical Alignment for Dynamic World Simulation

Zijun Wang, Panwen Hu, Jing Wang, Terry Jingchen Zhang, Yuhao Cheng

DGGT: Feedforward 4D Reconstruction of Dynamic Driving Scenes using Unposed Images

Xiaoxue Chen, Ziyi Xiong, Yuantao Chen, Gen Li, Nan Wang

A Sanity Check for Multi-In-Domain Face Forgery Detection in the Real World

Jikang Cheng, Renye Yan, Zhiyuan Yan, Yaozhong Gan, Xueyi Zhang

PointGS: Semantic-Consistent Unsupervised 3D Point Cloud Segmentation with 3D Gaussian Splatting

Yixiao Song, Qingyong Li, Wen Wang, Zhicheng Yan

Seeing Beyond: Extrapolative Domain Adaptive Panoramic Segmentation

Yuanfan Zheng, Kunyu Peng, Xu Zheng, Kailun Yang

Taming Sampling Perturbations with Variance Expansion Loss for Latent Diffusion Models

Qifan Li, Xingyu Zhou, Jinhua Zhang, Weiyi You, Shuhang Gu

VABench: A Comprehensive Benchmark for Audio-Video Generation

Daili Hua, Xizhi Wang, Bohan Zeng, Xinyi Huang, Hao Liang

FMPose3D: monocular 3D pose estimation via flow matching

Ti Wang, Xiaohang Yu, Mackenzie Weygandt Mathis

When Robots Should Say ''I Don't Know'': Benchmarking Abstention in Embodied Question Answering

Tao Wu, Chuhao Zhou, Guangyu Zhao, Haozhi Cao, Yewen Pu

Partial Weakly-Supervised Oriented Object Detection

Mingxin Liu, Peiyuan Zhang, Yuan Liu, Wei Zhang, Yue Zhou

Learnability-Guided Diffusion for Dataset Distillation

Jeffrey A. Chan-Santiago, Mubarak Shah

Information-Theoretic Decomposition for Multimodal Interaction Learning

Zequn Yang, Yake Wei, Haotian Ni, Zhihao Xu, Di Hu

Active Inference for Micro-Gesture Recognition: EFE-Guided Temporal Sampling and Adaptive Learning

Weijia Feng, Jingyu Yang, Ruojia Zhang, Fengtao Sun, Qian Gao

IntrinsicWeather: Controllable Weather Editing in Intrinsic Space

Yixin Zhu, Zuo-Liang Zhu, Jian Yang, Milos Hasan, Jin Xie

Widget2Code: From Visual Widgets to UI Code via Multimodal LLMs

Houston H. Zhang, Tao Zhang, Baoze Lin, Yuanqi Xue, Yincheng Zhu

TableMix: Enhancing Multimodal Table Reasoning in MLLMs from a Data-Centric Perspective

Chaohu Liu, Shida Wang, Yubo Wang, Linli Xu

M4V: Multimodal Mamba for Efficient Text-to-Video Generation

Jiancheng Huang, Gengwei Zhang, Zequn Jie, siyu jiao, Yinlong Qian

Variation-aware Vision Token Dropping for Faster Large Vision-Language Models

Junjie Chen, Xuyang Liu, Zichen Wen, Yiyu Wang, Siteng Huang

PA-Attack: Guiding Gray-Box Attacks on LVLM Vision Encoders with Prototypes and Attention

Hefei Mei, Zirui Wang, Chang Xu, Jianyuan Guo, Minjing Dong

OraPO: Oracle-educated Reinforcement Learning for Data-efficient and Factual Radiology Report Generation

Zhuoxiao Chen, Hongyang Yu, Ying Xu, Yadan Luo, Long Duong

Diffusion MRI Transformer with a Diffusion Space Rotary Positional Embedding (D-RoPE)

Gustavo Chau Loo Kung, Mohammad Abbasi, Camila Blank, Juze Zhang, Alan Q. Wang

PhysGen: Physically Grounded 3D Shape Generation for Industrial Design

Yingxuan You, Chen Zhao, Hantao Zhang, Ming Xu, Pascal Fua

KV-Tracker: Real-Time Pose Tracking with Transformers

Marwan Taher, Ignacio Alzugaray, Kirill Mazur, Xin Kong, Andrew Davison

Free-Grained Hierarchical Visual Recognition

Seulki Park, Zilin Wang, Stella X. Yu

Sparse-View Localization via Online Neural 3D Regression

Ludvig Dillén, Magnus Oskarsson, Viktor Larsson

AR2-4FV: Anchored Referring and Re-identification for Long-Term Grounding in Fixed-View Videos

Teng Yan, Yihan Liu, Jiongxu Chen, Teng Wang, Jiaqi Li

Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation

He Zhu, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang

NoRD: A Data-Efficient Vision-Language-Action Model that Drives without Reasoning

Ishaan Rawal, Shubh Gupta, Yihan Hu, Wei Zhan

WOD-E2E: Waymo Open Dataset for End-to-End Driving in Challenging Long-tail Scenarios

Runsheng Xu, Hubert Lin, Wonseok Jeon, Hao Feng, Yuliang Zou

NAF: Zero-Shot Feature Upsampling via Neighborhood Attention Filtering

Loick Chambon, Paul Couairon, Eloi Zablocki, Alexandre Boulch, Nicolas Thome

Your Latent Mask is Wrong: Pixel-Equivalent Latent Compositing for Diffusion Models

Rowan Bradbury, Dazhi Zhong

Charge: A Comprehensive Novel View Synthesis Benchmark and Dataset to Bind Them All

Michal Nazarczuk, Thomas Tanay, Arthur Moreau, Zhensong Zhang, Eduardo Pérez-Pellitero

Learning complete and explainable visual representations from itemized text supervision

Yiwei Lyu, Chenhui Zhao, Soumyanil Banerjee, Shixuan Liu, Akshay Rao

DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning

Zhe Liu, Runhui Huang, Rui Yang, Siming Yan, Zining Wang

Text-Phase Synergy Network with Dual Priors for Unsupervised Cross-Domain Image Retrieval

Jing Yang, hui xue, Shipeng Zhu, Pengfei Fang

CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation

Pablo Messina, Andrés Villa, Juan Leon Alcazar, Karen Sanchez, Carlos Hinojosa

LS-ViT: Least-Squares Hessian Based Block Reconstruction for Low-Bit Post-Training Quantization of Vision Transformers

Hyunha Hwang, Xuan Truong Nguyen, Hyuk-Jae Lee

OralGPT-Plus: Learning to Use Visual Tools via Reinforcement Learning for Panoramic X-ray Analysis

Yuxuan Fan, Jing Hao, Hong Chen, Jiahao Bao, Yihua Shao

COPYLENS: Towards Copyrighted Characters Infringement Detection via Copyright-Aware Prompt Learning

Yaoyu Jin, Xiaochun Yang, Hong Liu, Leixia Wang, Jian Li

SGS-Intrinsic: Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse Rendering

Jiahao Niu, Rongjia Zheng, Wenju Xu, Wei-Shi Zheng, Qing Zhang

VIMCAN: Visual-Inertial 3D Human Pose Estimation with Hybrid Mamba-Cross-Attention Network

Zepeng Yang, Junxuan Bai, Hao Li, Ju Dai, Junjun Pan

Open-Ended Instruction Realization with LLM-Enabled Multi-Planner Scheduling in Autonomous Vehicles

Jiawei Liu, Xun Gong, Fen Fang, Muli Yang, Bohao Qu

EasyV2V: A High-quality Instruction-based Video Editing Framework

Jinjie Mai, Chaoyang Wang, Gordon Guocheng Qian, Willi Menapace, Sergey Tulyakov

Multi-view Pyramid Transformer: Look Coarser to See Broader

Gyeongjin Kang, Seungkwon Yang, Seungtae Nam, Younggeun Lee, Jungwoo Kim

Why Not Hyperparameter-Friendly Optimisation? A Monotonic Adaptive Norm Rescaling Approach For Long-Tailed Recognition

Shuo Zhang, Chenqi Li, Tingting Zhu

TALO: Pushing 3D Vision Foundation Models Towards Globally Consistent Online Reconstruction

Fengyi Zhang, Tianjun Zhang, Kasra Khosoussi, Zheng Zhang, Zi Huang

TopoMesh: High-Fidelity Mesh Autoencoding via Topological Unification

Guan Luo, Xiu Li, Rui Chen, Xuanyu Yi, Jing Lin

FEAT: Fashion Editing and Try-On from Any Design

Soye Kwon, Keonyoung Lee, Dahuin Jung, Jaekoo Lee

GIFT: Global Irreplaceability Frame Targeting for Efficient Video Understanding

Junpeng Ma, Sashuai Zhou, Guanghao Li, Xin Gao, Yue Cao

UniCorrn: Unified Correspondence Transformer Across 2D and 3D

Prajnan Goswami, Tianye Ding, Feng Liu, Huaizu Jiang

RelightAnyone: A Generalized Relightable 3D Gaussian Head Model

Yingyan Xu, Pramod Rao, Sebastian Weiss, Gaspard Zoss, Markus Gross

ClipGStream: Clip-Stream Gaussian Splatting for Any Length and Any Motion Multi-View Dynamic Scene Reconstruction

Jie Liang, Jiahao Wu, Chao Wang, Jiayu Yang, Xiaoyun Zheng

RC-NF: Robot-Conditioned Normalizing Flow for Real-Time Anomaly Detection in Robotic Manipulation

Shijie Zhou, Bin Zhu, Jiarui Yang, Xiangyu Zhao, Jingjing Chen