CVPR 2026

4,068 papers

FaithFusion: Harmonizing Reconstruction and Generation via Pixel-wise Information Gain

Yuan Wang, Xiaofan Li, Chi Huang, Wenhao Zhang, Hao Li

Rethinking Two-Stage Referring-by-Tracking in Referring Multi-Object Tracking: Make it Strong Again

Weize Li, Yunhao Du, Qixiang Yin, Zhicheng Zhao, Fei Su

Resolving Endpoint Underfitting in Diffusion Bridges via Noise Alignment

Yurong Gao, Zicheng Zhang, Congying Han, Tiande Guo, Xinmin Qiu

Parameter-Efficient Adaptation for MLLMs via Implicit Modality Decomposition

Mingfang Zhang, Yunhong Wang, Lu Wang, JIAXIN CHEN

STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting

Hao Chen, Tao Han, Jie Zhang, Song Guo, LEI BAI

Trust-calibrated Collaborative Learning for Long-Tailed Visual Recognition

Hao Zhou, Tingjin Luo

Hybrid Token Compression for Vision-Language Models

Jusheng Zhang, Xiaoyang Guo, Kaitong Cai, Qinhan Lv, Yijia Fan

MindDriver: Introducing Progressive Multimodal Reasoning for Autonomous Driving

Lingjun Zhang, Yujian Yuan, Changjie Wu, Xinyuan Chang, Xin Cai

Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration

Fengyang Xiao, Peng Hu, Lei Xu, XingE Guo, Guanyi Qin

Towards Stable Federated Continual Test-Time Adaptation in Wild World

Liwen Wang, Xingbo Dong, Iman Yi Liao, ZHE JIN

Semantic Derivative Flow: Graph-Guided Diffusion for Controllable Instance Interactions

Shibin Mei, Hang Wang, Bingbing Ni

L3DR: 3D-aware LiDAR Diffusion and Rectification

Quan Liu, Xiaoqin Zhang, Ling Shao, Shijian Lu

MRI Contrast Enhancement Kinetics World Model

Jindi Kong, Yuting He, Cong Xia, Rongjun Ge, Shuo Li

ShapeAR: Generating Editable Shape Layers via Autoregressive Diffusion

Souymodip Chakraborty, Ankur Singh, Amit Vikram Singh, Vineet Batra, Ankit Phogat

Mario: Multimodal Graph Reasoning with Large Language Models

Yuanfu Sun, Kang Li, Pengkang Guo, Jiajin Liu, Qiaoyu Tan

STAR-R1: Multi-View Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs

Zongzhao Li, Zongyang Ma, Mingze Li, Songyou Li, Yu Rong

Neural Differentiation in Deep Networks: A Theoretical Framework for Expressivity and Representational Diversity

Boyuan Wang, Richard Jiang

CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization

Xinhai Hou, Shaoyuan Xu, Manan Biyani, Moyan Li, Jia Liu

Robust Remote Sensing Image-Text Retrieval with Noisy Correspondence

Qiya Song, Yiqiang Xie, Yuan Sun, Renwei Dian, Xudong Kang

Bridging Pixels and Words: Mask-Aware Local Semantic Fusion for Multimodal Media Verification

Zizhao Chen, Ping Wei, Ziyang Ren, Huan Li, Xiangru Yin

Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video Understanding

Wang Chen, Yuhui Zeng, Yongdong Luo, Tianyu Xie, Luojun Lin

High-Fidelity Mobile Avatars with Pruned Local Blendshapes

Youyi Zhan, He Wang, Tianjia Shao, Kun Zhou

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning

Haoji Zhang, Xin Gu, Jiawen Li, Chixiang Ma, Sule Bai

Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training

Gengluo Li, Pengyuan Lyu, Chengquan Zhang, Huawen Shen, Liang Wu

Object-Generalized Re-Identification: A Step Towards Universal Instance Perception

Shuoyi Chen, Yurui Wu, Mang Ye

Learning to Identify Out-of-Distribution Objects for 3D LiDAR Anomaly Segmentation

Simone Mosco, Daniel Fusaro, Alberto Pretto

TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction

Qin Wang, Abigail Morrison, Hanno Scharr, Kai Krajsek

CDICS: Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional Prompts and Phased Decoupling

Zhiyu Li, Dianmo Sheng, Qi Chu, Shilong Chen, Tao Gong

Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration

I-Hsiang Chen, Isma Hadji, Enrique Sanchez, Adrian Bulat, Sy-Yen Kuo

AVGGT: Rethinking Global Attention for Accelerating VGGT

Xianbing Sun, Zhikai Zhu, Zhengyu Lou, Bo Yang, Jinyang Tang

Unlocking Positive Transfer in Incrementally Learning Surgical Instruments: A Self-reflection Hierarchical Prompt Framework

Yu Zhu, Kang Li, Zheng Li, Pheng-Ann Heng

REALM: An MLLM-Agent Framework for Open World 3D Reasoning Segmentation and Editing on Gaussian Splatting

Changyue Shi, Minghao Chen, Yiping Mao, Chuxiao Yang, Xinyuan Hu

Gen3R: 3D Scene Generation Meets Feed-Forward Reconstruction

Jiaxin Huang, Yuanbo Yang, Bangbang Yang, Lin Ma, Yuewen Ma

VIRD: View-Invariant Representation through Dual-Axis Transformation for Cross-View Pose Estimation

Juhye Park, Wooju Lee, Dasol Hong, Changki Sung, Youngwoo Seo

GeCo: Geometry-Consistent Regularization for Domain Generalized Semantic Segmentation

Qi Zang, Dong Zhao, Nan Pu, Wenjing Li, Zhun Zhong

Cross-Axis Feature Fusion with Joint-Wise Motion Difference Prediction for Text-Based 3D Human Motion Editing

Gyojin Han, Junmo Kim

Reconstructing CLIP for Open-Vocabulary Dense Perception

Yajie Liu, Jinjin Zhang, Qingjie LIU, Di Huang

G-MIXER: Geodesic Mixup-based Implicit Semantic Expansion and Explicit Semantic Re-ranking for Zero-Shot Composed Image Retrieval

Jiyoung Lim, Heejae Yang, Jee-Hyong Lee

MS^2Gait: A Multi-Scale Spatio-Temporal Fusion Network for LiDAR-based Gait Recognition

Shenyin Xu, Yishan Wang, Xinyu Li, Rui Liu, Zhongyuan Wang

Accelerating Streaming Video Large Language Models via Hierarchical Token Compression

Yiyu Wang, Xuyang Liu, Xiyan Gui, Xinying Lin, Boxue Yang

OrionEdit: Bridging Reference and Source Images for Generalized Cross-Image Editing

Zeyu Jiang, Lai Man Po, Xuyuan Xu, Yexin Wang, Guoping Gong

MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models

Yifan Xu, Chao Zhang, Ruifei Ma, Fei Gao, Zhifei Yang

Stereo World Model: Camera-Guided Stereo Video Generation

Yang-Tian Sun, Zehuan Huang, Yifan Niu, Lin Ma, Yan-Pei Cao

Local Precise Refinement: A Dual-Gated Mixture-of-Experts for Enhancing Foundation Model Generalization against Spectral Shifts

Xi Chen, Maojun Zhang, Yu Liu, Shen Yan

EagleNet: Energy-Aware Fine-Grained Relationship Learning Network for Text-Video Retrieval

Yuhan Chen, Pengwen Dai, Chuan Wang, Dayan Wu, Xiaochun Cao

Co-Me: Confidence Guided Token Merging for Visual Geometric Transformers

Yutian Chen, Yuheng Qiu, Ruogu Li, Jay Patrikar, Sebastian Scherer

MixerCSeg: An Efficient Mixer Architecture for Crack Segmentation via Decoupled Mamba Attention

Zilong Zhao, Zhengming Ding, Pei Niu, Wenhao Sun, Feng Guo

Fine-Grained Multi Image Object Hallucination Benchmark

Joonki Min, Chaeyun Kim, Hyungwook Choi, Yejin Kim, Kihyun Kim

Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi

A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene Generation

Wentao Qu, Guofeng Mei, Yang Wu, Yongshun Gong, Xiaoshui Huang

Evo-Retriever: LLM-Guided Curriculum Evolution with Viewpoint-Pathway Collaboration for Multimodal Document Retrieval

Weiqing Li, Jinyue Guo, Yaqi Wang, Haiyang Xiao, Yuewei Zhang

Lifelong Imitation Learning with Multimodal Latent Replay and Incremental Adjustment

Fanqi Yu, Matteo Tiezzi, Tommaso Apicella, Cigdem Beyan, Vittorio Murino

Restore Text First, Enhance Image Later: Two-Stage Scene Text Image Super-Resolution with Glyph Structure Guidance

Minxing Luo, Linlong Fan, Qiushi Wang, Ge Wu, Yiyan Luo

SATTC: Structure-Aware Label-Free Test-Time Calibration for Cross-Subject EEG-to-Image Retrieval

Qunjie Huang, Weina Zhu

Can We Build Scene Graphs, Not Classify Them? FlowSG: Progressive Image-Conditioned Scene Graph Generation with Flow Matching

Xin Hu, Ke Qin, Wen Yin, Yuan-Fang Li, Ming Li

Learning Cross-View Object Correspondence via Cycle-Consistent Mask Prediction

Shannan Yan, Leqi Zheng, Keyu Lv, Jingchen Ni, Hongyang Wei

Drainage: A Unifying Framework for Addressing Class Uncertainty

Yasser Taha, Grégoire Montavon, Nils Körber

Coordinate Denoising for Non-Equilibrium Molecular Representation Learning

Qianwei Tang, Baile Xu, Jian Zhao, Furao Shen

Socratic-Geo: Synthetic Data Generation and Cross-Modal Geometric Reasoning via Multi-Agent Interaction

Zhengbo Jiao, Zifan Zhang, Shaobo Wang, Wei Wang, Bing Zhao

All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark

Junjiang Wu, Liejun Wang, Zhiqing Guo

Less is More: Data-Efficient Adaptation for Controllable Text-to-Video Generation

Shihan Cheng, Nilesh Kulkarni, David Hyde, Dmitriy Smirnov

What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models

Yingqi Fan, Junlong Tong, Anhao Zhao, Xiaoyu Shen

GDFA: Geometry-Driven Federated Unlearning with Directional Task Vector Alignment

Xiuting Weng, Ruizhi Pu, Yuanhang Yao, Kun Yue, Zhiwen Tang

OVI-MAP: Open-Vocabulary Instance-Semantic Mapping

Zilong Deng, Federico Tombari, Marc Pollefeys, Johanna Wald, Daniel Barath

LiREC-Net: A Target-Free and Learning-Based Network for LiDAR, RGB, and Event Calibration

Aditya Ranjan Dash, Ramy Battrawy, Rene Schuster, Didier Stricker

T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding

Chaohong Guo, Yihan He, Yongwei Nie, Fei Ma, Xuemiao Xu

FreqSIC: Frequency-aware Stereo Image Compression with Bi-directional Checkerboard Context Model

Shiyu Qin, Yongkang Lu, Yimin Zhou, Jiawei Li, Yifan Ren

Ultra-Low Bitrate Perceptual Image Compression with Shallow Encoder

Tianyu Zhang, Dong Liu, Chang Wen Chen

Towards Stable Self-Supervised Object Representations in Unconstrained Egocentric Video

Yuting Tan, Xilong Cheng, Yunxiao Qin, zhengnan li, Jingjing Zhang

TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models

Jinlun Ye, Jiang Liao, Runhe Lai, Xinhua Lu, Jiaxin Zhuang

Anomaly as Non-Conformity via Training-Free Graph Laplacian Energy Minimization

Jungwook Seo, Minjeong Kim, Younkwan Lee, Seungho Shin, Sungyong Baik

Rosetta Stone For Unified MLLMs: A Unified Tokenizer to Decipher Understanding and Generation

Wenyu Sun, Hufei Li, Ruijin Jin, Xiangheng Kong, Yuning Jiang

Photo3D: Advancing Photorealistic 3D Generation through Structure-Aligned Detail Enhancement

Xinyue Liang, Zhiyuan Ma, Lingchen Sun, Yanjun Guo, Lei Zhang

AERGS-SLAM: Auto-Exposure-Robust Stereo 3D Gaussian Splatting SLAM

Zhiyu Zhou, Feng Hui, Yu Liu

SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action Planning

Fei Ni, Zhuo Chen, Yifu Yuan, Zibin Dong, Xianze Yao

SAVA-X: Ego-to-Exo Imitation Error Detection via Scene-Adaptive View Alignment and Bidirectional Cross View Fusion

Xiang Li, Heqian Qiu, Lanxiao Wang, Benliu Qiu, Fanman Meng

WildCap: Facial Albedo Capture in the Wild via Hybrid Inverse Rendering

Yuxuan Han, Xin Ming, Tianxiao Li, Zhuofan Shen, Qixuan Zhang

R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space

Tin Stribor Sohn, Maximilian Dillitzer, Jason J. Corso, Eric Sax

Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers

Xinyu Peng, Han Li, Yuyang Huang, Ziyang Zheng, Yaoming Wang

Zero-Shot Depth Completion with Vision-Language Model

Zhiqiang Yan, Yuan Wu, Gim Hee Lee

Efficient Video Object Segmentation and Tracking with Recurrent Dynamic Submodel

Weidong Tang, Zhiyuan Liang, Xinyan Wan, Chen Zhu, Zhaopan Xu

RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework

Xiao Wang, Haiyang Wang, Shiao Wang, Qiang Chen, Jiandong Jin

Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis

Jianzhe Gao, Churan Wang, Weiyi Zhang, Jianghua Li, Li-An Li

Dataset Distillation by Influence Matching

Haoru Tan, Wang Wang, Sitong Wu, Xiuzhe Wu, Yang-Tian Sun

Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding

Pengfei Hu, Meng Cao, Yingyao Wang, Yi Wang, Jiahua Dong

Seeing Clearly, Reasoning Confidently: Plug-and-Play Remedies for Vision Language Model Blindness

Xin Hu, Haomiao Ni, Yunbei Zhang, Jihun Hamm, Zechen Li

Cleaning the Pool: Progressive Filtering of Unlabeled Pools in Deep Active Learning

Denis Huseljic, Marek Herde, Lukas Rauch, Paul Hahn, Bernhard Sick

When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators

Krzysztof Adamkiewicz, Brian B. Moser, Stanislav Frolov, Tobias Christian Nauen, Federico Raue

I-Scene: 3D Instance Models are Implicit Generalizable Spatial Learners

Lu Ling, Yunhao Ge, Yichen Sheng, Aniket Bera

Saliency-Guided Representation with Consistency Policy Learning for Visual Unsupervised Reinforcement Learning

Jingbo Sun, Qichao Zhang, Songjun Tu, Xing Fang, Yupeng Zheng

FailureAtlas: Mapping the Failure Landscape of T2I Models via Active Exploration

Muxi Chen, Zhaohua Zhang, Chenchen Zhao, Mingyang Chen, Wenyu Jiang

MGDHand: Multi-Granularity Prior-to-Inertial Distillation Framework for Sequential 3D Hand Pose Estimation from Sparse IMUs

Xinyi Wang, Pengfei Ren, Haoyang Zhang, Hanling Zhan, Yingxi Li

Cut to the Chase: Training-free Multimodal Summarization via Chain-of-Events

Xiaoxing You, Qiang Huang, Lingyu Li, Xiaojun Chang, Jun Yu

OmniVTG: A Large-Scale Dataset and Training Paradigm for Open-World Video Temporal Grounding

Minghang Zheng, Zihao Yin, Yi Yang, Yuxin Peng, Yang Liu

OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning

Yanqing Liu, Xianhang Li, Letian Zhang, Zirui Wang, Zeyu Zheng

Unified Personalized Understanding, Generating and Editing

Yu Zhong, Tianwei Lin, Ruike Zhu, Yuqian Yuan, Haoyu Zheng

Frequency-Aware Affinity for Weakly Supervised Semantic Segmentation

Ziqian Yang, Xianglin Qiu, Xinqiao Zhao, Xiaolei Wang, Quan Zhang

Toward Generalizable Whole Brain Representations with High-Resolution Light-Sheet Data

Minyoung E. Kim, Dae Hee Yun, Aditi V. Patel, Madeline Hon, Webster Guan

Pano3DComposer: Feed-Forward Compositional 3D Scene Generation from Single Panoramic Image

Zidian Qiu, Ancong Wu

Reading Your Actions: Learning Generalizable Action Representations via Pre-training AEMG

Zhenghao Huang, Huilin Yao, Kaikai Wang, Lin Shu