CVPR 2026

4,068 papers

PAM: A Pose-Appearance-Motion Engine for Sim-to-Real HOI Video Generation

Mingju Gao, Kaisen Yang, Huan-ang Gao, Bohan Li, Ao Ding

WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens

Jian Yang, Dacheng Yin, Xiaoxuan He, Yong Li, Fengyun Rao

MeanFlow Transformers with Representation Autoencoders

Zheyuan Hu, Chieh-Hsin Lai, Ge Wu, Yuki Mitsufuji, Stefano Ermon

CaptionFormer: Unified Segmentation, Tracking, and Captioning for Spatio-Temporal Objects

Gabriel Fiastre, Antoine Yang, Cordelia Schmid

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning

Hee Suk Yoon, Eunseop Yoon, Ji Woo Hong, SooHwan Eom, Gwanhyeong Koo

FlowDC: Flow-Based Decoupling-Decay for Complex Image Editing

Yilei Jiang, Zhen Wang, Yanghao Wang, Jun Yu, Yueting Zhuang

Hierarchical Long Video Understanding with Audiovisual Entity Cohesion and Agentic Search

Xinlei Yin, Xiulian Peng, Xiao Li, Zhiwei Xiong, Yan Lu

Dynamics-Aware Preference Optimization for Vision-Language Models

Jusheng Zhang, Kaitong Cai, Jing Yang, Jian Wang, Keze Wang

CaptionQA: Is Your Caption as Useful as the Image Itself?

Shijia Yang, Yunong Liu, Bohan Zhai, Ximeng Sun, Zicheng Liu

Rethinking Token Reduction for Large Vision-Language Models

Yi Wang, Haofei Zhang, Qihan Huang, Anda Cao, Gongfan Fang

DetAny4D: Detect Anything 4D Temporally in a Streaming RGB Video

Jiawei Hou, Shenghao Zhang, Can Wang, Zheng Gu, Yonggen Ling

StreamAvatar: Streaming Diffusion Models for Real-Time Interactive Human Avatars

Zhiyao Sun, Ziqiao Peng, Yifeng Ma, Yi Chen, Zhengguang Zhou

Reviving ConvNeXt for Efficient Convolutional Diffusion Models

Taesung Kwon, Lorenzo Bianchi, Lennart Wittke, Felix Watine, Fabio Carrara

AeroAgent: A Vision-Physics-Decision Framework for Aerodynamic Vehicle Design

Ye Liu, Shouyi Liu, Huiyu Yang, Jianghang Gu, Wenhao Fan

The Missing Point in Vision Transformers for Universal Image Segmentation

Sajjad Shahabodini, Mobina Mansoori, Farnoush Bayatmakou, Jamshid Abouei, Konstantinos Plataniotis

Gated KalmaNet: A Fading Memory Layer through Test-time Ridge Regression

Liangzu Peng, Aditya Chattopadhyay, Luca Zancato, Elvis Nunez, Wei Xia

Building Robust Vision Encoders for Cross-Dataset Evaluation in Immunofluorescent Microscopy

Umar Marikkar, Syed Sameed Husain, Muhammad Awais, Sara Atito

AniMimic: Imitating 3D Animation from Video Priors

Tianyi Xie, Yunuo Chen, Yaowei Guo, Yin Yang, Bolei Zhou

Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings

Yunxiang Peng, Mengmeng Ma, Ziyu Yao, Xi Peng

EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment

Ruoxi Cheng, Hao-Xuan Ma, Teng Ma, Hongyi Zhang

UniVerse: Empower Unified Generation with Reasoning and Knowledge

Kaiyue Sun, Weiyang Jin, Chengqi Duan, Rongyao Fang, Xian Liu

OpenDance: Multimodal Controllable 3D Dance Generation with Large-scale Internet Data

Jinlu Zhang, Zixi Kang, Libin Liu, Jianlong Chang, Qi Tian

Accelerating Diffusion via Hybrid Data-Pipeline Parallelism Based on Conditional Guidance Scheduling

Euisoo Jung, Byunghyun Kim, Hyunjin Kim, Seonghye Cho, Jae-Gil Lee

AnyLift: Scaling Motion Reconstruction from Internet Videos via 2D Diffusion

Hongjie Li, Heng Yu, Jiaman Li, Hong-Xing Yu, Ehsan Adeli

MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts

Zilong Huang, Jun He, Xiaobin Huang, Ziyi Xiong, Yang Luo

LIBERO-Plus: A Progressive Robustness Benchmark for Visual-Language-Action Models

Senyu Fei, Siyin Wang, Junhao Shi, Zihao Dai, Jikun Cai

ReAttnCLIP: Training-Free Open-Vocabulary Remote Sensing Image Segmentation via Re-defined Attention in CLIP

Xin Niu, Manqi Zhao, Dongsheng Jiang, Yingying Wu, Bing Su

Beyond Sequential Tools: A Unified VLM Agent System for Photographic Post-Processing via Dynamic Multi-Expert Fusion

Honglin Xiong, Chenjie Zhu, Jianbiao Ding, Zixuan Ni, Wei Li

Exposing and Evaluating Hallucinations for GUI Grounding

Zicheng Zhang, Hongyi Jing, Rui Lv, Shuo Fang, Shiai Zhu

MultiAnimate: Pose-Guided Image Animation Made Extensible

Yingcheng Hu, Haowen Gong, Chuanguang Yang, Zhulin An, Yongjun Xu

Generalized-CVO: Fast and Correspondence-Free Local Point Cloud Registration with Second Order Riemannian Optimization

Ray Zhang, Marcus Greiff, Thomas Lew, John Subosits

PhysIR-Splat: Physically Consistent Thermal Infrared Radiative Transfer in 3D Gaussian Splatting

Jingyuan Gao, Yumeng Hu, Fei Gao, Mingjin Zhang

Tunable Soft Equivariance with Guarantees

Md Ashiqur Rahman, Lim Jun Hao, Jeremiah Jiang, Teck-Yian Lim, Raymond A. Yeh

VLM-Guided Group Preference Alignment for Diffusion-based Human Mesh Recovery

Wenhao Shen, Hao Wang, Wanqi Yin, Fayao Liu, Xulei Yang

Detecting Compressed AI-Generated Images via Phase Spectrum Robustness

Kai Li, Wenqi Ren, Wei Wang, Xiaochun Cao

OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement

Rui Wang, Huisi Wu, Jing Qin

Efficient and Training-Free Single-Image Diffusion Models

Haojun Qiu, Kiriakos N. Kutulakos, David B. Lindell

AVION: Aerial Vision-Language Instruction from Offline Teacher to Prompt-Tuned Network

YU HU, Jianyang Gu, Hao Liu, Yue Cao, Jozsef Hamari

Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis

Yuanzhe Li, Hao Chen, Rui Yin, Juyan Ba, Yu Zhang

Dark3R: Learning Structure from Motion in the Dark

Andrew Y. Guo, Anagh Malik, SaiKiran Tedla, Yutong Dai, Yiqian Qin

Multi-Modal Image Fusion via Intervention-Stable Feature Learning

xue wang, Zheng Guan, Wenhua Qian, Chengchao Wang, Runzhuo Ma

Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration

Sen Wang, Bangwei Liu, Zhenkun Gao, Lizhuang Ma, Xuhong Wang

Streaming Diffusion Model for Fast Infrared and Visible Video Fusion

Jinyuan Liu, Ludan Sun, Tengyu Ma, Chunyan Yang, Zhiying Jiang

Transform to Transfer: Boosting Adversarial Attack Transferability on Vision-Language Pre-training Models

Yang Li, Jia-Li Yin, Luojun Lin, Wei LIN

Tackling Alignment Ambiguity in Person Retrieval through Conversational Attribute Mining

Hao Zou, Runqing Zhang, Jin Ding, Xue Zhou, Jianxiao Zou

Federated Active Learning Under Extreme Non-IID and Global Class Imbalance

Chen-Chen Zong, Sheng-jun Huang

Is the Modality Gap a Bug or a Feature? A Robustness Perspective

Rhea Chowers, Oshri Naparstek, Udi Barzelay, Yair Weiss

RAGTrack: Language-aware RGBT Tracking with Retrieval-Augmented Generation

Hao Li, Yuhao Wang, Wenning Hao, Pingping Zhang, Dong Wang

SPAN: Spatial-Projection Alignment for Monocular 3D Object Detection

Yifan Wang, Yian Zhao, Fanqi Pu, Xiaochen Yang, Yang Tang

GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision

Yuxiao Xiang, Junchi Chen, Zhenchao Jin, Changtao Miao, Haojie Yuan

OpenVoxel: Training-Free Grouping and Captioning Voxels for Open-Vocabulary 3D Scene Understanding

Sheng-Yu Huang, Jaesung Choe, Yu-Chiang Frank Wang, Cheng Sun

Boosting Quantitive and Spatial Awareness for Zero-Shot Object Counting

Da Zhang, Bingyu Li, Feiyu Wang, Zhiyuan Zhao, Junyu Gao

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

Xitong Yang, Devansh Kukreja, Don Pinkus, Taosha Fan, Jinhyung Park

Dual-Estimator: Decoupling Global and Local Semantic Shift for Drift Compensation in Class-Incremental Learning

Fankang Xu, Lu Jin, Yanpeng Sun, Shiyu Xuan, Zechao Li

SHARP: Short-Window Streaming for Accurate and Robust Prediction in Motion Forecasting

Alexander Prutsch, Christian Fruhwirth-Reisinger, David Schinagl, Horst Possegger

MoCoDiff: A Controllable Autoregressive Diffusion Model for Expressive Motion Generation

Wenfeng Song, Xuehan Wang, Shuai Li, Yi Chen, Yuting Guo

SRGCD: Stability-Driven Region Growth Framework for 3D Change Detection

Yue Wu, Tao Peng, Yongzhe Yuan, Kaiyuan Feng, Hao Li

On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks

Mengting Xu, Shi Gu, Peng Lin, De Ma, Huajin Tang

Illustrator's Depth: Monocular Layer Index Prediction for Image Decomposition

Nissim Maruani, Peiying Zhang, Siddhartha Chaudhuri, Matthew Fisher, Nanxuan Zhao

Bidirectional Query-Driven Generation of Parametric CAD Sketch

Yang Liu, Daxuan Ren, Yijie Ding, Jianmin Zheng, Fang Deng

PDD: Manifold-Prior Diverse Distillation for Medical Anomaly Detection

Xijun Lu, Hongying Liu, Fanhua Shang, Yanming Hui, Liang Wan

Jailbreaking Vision-Language Models via Dissonance-Guided Suffix Optimization and Image-Phrase Injection

Jiacheng Pi, Zhiguo Yang, Xingxing Huang, Dongsheng Xu, Ruizhi Zhong

VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment

Ziheng Jia, Linhan Cao, Jinliang Han, Zicheng Zhang, Jiaying Qian

SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia

Pengfei Yue, Xingran Zhao, Juntao Chen, Peng Hou, Wang Longchao

HeroGS: Hierarchical Guidance for Robust 3D Gaussian Splatting under Sparse Views

Jiashu Li, Xumeng Han, Zhaoyang Wei, Zipeng Wang, Kuiran Wang

High-Quality and Efficient Turbulence Mitigation with Events

Xiaoran Zhang, Jian Ding, Yuxing Duan, Haoyue Liu, Gang Chen

First Frame Is the Place to Go for Video Content Customization

Jingxi Chen, Zongxia Li, Zhichao Liu, Guangyao Shi, Xiyang Wu

Towards Robust Vision Transformers: Path Dependency Analysis and a Simple Two-Stage Adversarial Training

Seongmin Kim, Byung Cheol Song

Dual Graph Regularized Deep Unfolding Network for Guided Depth Map Super-resolution

Zhiwei Zhong, Peilin Chen, Qiangqiang Shen, Bo Li, Shiqi Wang

MAMMA: Markerless Accurate Multi-person Motion Acquisition

Hanz Cuevas Velasquez, Anastasios Yiannakidis, Soyong Shin, Giorgio Becherini, Markus Höschle

Harmony: Harmonizing Audio and Video Generation through Cross-Task Synergy

Teng Hu, Zhentao Yu, Guozhen Zhang, Zihan Su, Zhengguang Zhou

Resolving the Identity Crisis in Text-to-Image Generation

Shubhankar Borse, Farzad Farhadzadeh, Munawar Hayat, Fatih Porikli

A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens

Tommie Kerssies, Gabriele Berton, Ju He, Qihang Yu, Wufei Ma

LATTICE: Democratize High-Fidelity 3D Generation at Scale

Zeqiang Lai, YunFei Zhao, Zibo Zhao, Haolin Liu, Qingxiang Lin

Image Diffusion Preview with Consistency Solver

Fu-Yun Wang, Hao Zhou, Liangzhe Yuan, Sanghyun Woo, Boqing Gong

Visual Diffusion Models are Geometric Solvers

Nir Goren, Shai Yehezkel, Omer Dahary, Andrey Voynov, Or Patashnik

Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning

Yifei Li, Wenzhao Zheng, Yanran Zhang, Runze Sun, Yu Zheng

FlowMotion: Training-Free Flow Guidance for Video Motion Transfer

Zhen Wang, Youcan Xu, Jun Xiao, Long Chen

POUR: A Provably Optimal Method for Unlearning Representation via Neural Collapse

Anjie Le, Can Peng, Yuyuan Liu, J. Alison Noble

Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration

Jun Li, Lizhi Xiong, Ziqiang Li, Weiwei Jiang, Zhangjie Fu

DocPrune: Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

Joonmyung Choi, Sanghyeok Lee, Jongha Kim, Sehyung Kim, Dohwan Ko

Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning

Chubin Chen, Sujie Hu, Jiashu Zhu, Meiqi Wu, Jintao Chen

From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing

Ling Wang, Yunfan Lu, Wenzong Ma, Huizai Yao, Pengteng Li

Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention

Shezheng Song, Shasha Li, Shan Zhao, Xiaopeng Li, Qian Wan

StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks

Xilin He, Xiaole Xian, Xiangyu Yue, Muhammad Haris Khan

The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment

Ziheng Ouyang, Yiren Song, Yaoli Liu, Shihao Zhu, Qibin Hou

Vocabulary Scaling Law: Tuning Open-vocabulary Predictors for Their Openness

Ziliang Chen, Yulu Li, Liangda Fang, Jusheng Zhang, Yongsen Zheng

ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting

Jiayu Ding, Xinpeng Liu, Zhiyi Pan, Shiqiang Long, Ge Li

SPEGC: Continual Test-Time Adaptation via Semantic-Prompt-Enhanced Graph Clustering for Medical Image Segmentation

Xiaogang Du, Jiawei Zhang, Tongfei Liu, Tao Lei, Yingbo Wang

RAYNOVA: Scale-Temporal Autoregressive World Modeling in Ray Space

Yichen Xie, Chensheng Peng, Mazen Abdelfattah, Yihan Hu, Jiezhi Yang

AffordGrasp: Cross-Modal Diffusion for Affordance-Aware Grasp Synthesis

Xiaofei Wu, Yi Zhang, Yumeng Liu, Yuexin Ma, Yujiao Shi

Kontinuous Kontext: Continuous Strength Control for Instruction-based Image Editing

Rishubh Parihar, Or Patashnik, Daniil Ostashev, Venkatesh Babu Radhakrishnan, Daniel Cohen-or

Intrinsic Concept Extraction Based on Compositional Interpretability

Hanyu Shi, Hong Tao, Guoheng Huang, Jianbin Jiang, Xuhang Chen

EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation

Bingxuan Li, Yiming Cui, Yicheng He, Yiwei Wang, Shu Zhang

Towards Robust Multi-Modal Semantic Segmentation with Teacher-Student Framework and Hybrid Prototype Distillation

Jiaqi Tan, Xu Zheng, Yang Liu

DROID-SLAM in the Wild

Moyang Li, Zihan Zhu, Marc Pollefeys, Daniel Barath

GR-Gauge: Cost-efficient Training Configuration By Gauging the Gradient Redundancy

Guanjie Wang, Chen Chen

Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design

Haoxiang Sun, Tao Wang, Chenwei Tang, Li Yuan, Jiancheng Lv

Fine-Grained Post-Training Quantization for Large Vision Language Models with Quantization-Aware Integrated Gradients

Ziwei Xiang, Fanhu Zeng, Hongjian Fang, Rui-Qi Wang, Renxing Chen

Grounded 3D-Aware Spatial Vision-Language Modeling

An-Chieh Cheng, Yang Fu, Yatai Ji, Ligeng Zhu, Guanqi Zhan