CVPR 2026

4,068 papers

See It, Say It, Sorted: An Iterative Training-Free Framework for Visually-Grounded Multimodal Reasoning in LVLMs

Yongchang Zhang, Oliver Ma, Tianyi Liu, Guangquan Zhou, Yang Chen

GIFSplat: Generative Prior-Guided Iterative Feed-Forward 3D Gaussian Splatting from Sparse Views

Tianyu Chen, Wei Xiang, Kang Han, Yu Lu, Di Wu

VecAttention: Vector-wise Sparse Attention for Accelerating Long Context Inference

Anmin Liu, Ruixuan Yang, Huiqiang Jiang, Bin Lin, Minmin Sun

Neu-PiG: Neural Preconditioned Grids for Fast Dynamic Surface Reconstruction on Long Sequences

Julian Kaltheuner, Hannah Dröge, Markus Plack, Patrick Stotko, Reinhard Klein

Quantum-Gated Task-interaction Knowledge Distillation for Pre-trained Model-based Class-Incremental Learning

Linjie Li, Huiyu Xiao, Jiarui Cao, Zhenyu Wu, Yang Ji

FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidance

Quanhao Li, Zhen Xing, Rui Wang, Haidong Cao, Qi Dai

Self-Corrected Image Generation with Explainable Latent Rewards

Yinyi Luo, Hrishikesh Gokhale, Marios Savvides, Jindong Wang, Shengfeng He

CoordSpeaker: Exploiting Gesture Captioning for Coordinated Caption-Empowered Co-Speech Gesture Generation

Fengyi Fang, Sicheng Yang, Wenming Yang

Bootstrap Your Own AV-Proxies: Adaptive Contrastive and Prototype Learning for Audio-Visual Segmentation

Junbo Zhang, Hang Su, Zhaofan Li, Hang Dong, Chao Sun

CASR: A Robust Cyclic Framework for Arbitrary Large-Scale Super-Resolution with Distribution Alignment and Self-Similarity Awareness

Wenhao Guo, Zhaoran Zhao, Peng Lu, Sheng Li, Qian Qiao

VL-Eraser: Vacuum Distillation for Machine Unlearning in Vision-Language Models

Yili Wang, Lu Dai, Tairan Huang, Yijie Xu, Hui Xiong

Contact-Aware Neural Dynamics

Changwei Jing, Jai Krishna Bandi, Jianglong Ye, Yan Duan, Pieter Abbeel

Lighting in Motion: Spatiotemporal HDR Lighting Estimation

Christophe Bolduc, Julien Philip, Li Ma, Mingming He, Paul Debevec

DextER: Language-driven Dexterous Grasp Generation with Embodied Reasoning

Junha Lee, Eunha Park, Minsu Cho

Masking Teacher and Reinforcing Student for Distilling Vision-Language Models

Byung-Kwan Lee, Yu-Chiang Frank Wang, Ryo Hachiuma

Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification

William Yang, Xindi Wu, Zhiwei Deng, Esin Tureci, Olga Russakovsky

MoLingo: Motion-Language Alignment for Text-to-Human Motion Generation

Yannan He, Garvita Tiwari, Xiaohan Zhang, Pankaj Bora, Tolga Birdal

Adaptive Bayesian Early-Exit Networks for Efficient Non-Transferable Learning

Siyu Luan, Yan Li, Zhong Chen, Zhenyi Wang

Lite Any Stereo: Efficient Zero-Shot Stereo Matching

Junpeng Jing, Weixun Luo, Ye Mao, Krystian Mikolajczyk

CIGPose: Causal Intervention Graph Neural Network for Whole-Body Pose Estimation

Bohao Li, Zhicheng Cao, Huixian Li, Yangming Guo

Vector Prism: Animating Vector Graphics by Stratifying Semantic Structure

Jooyeol Yun, Jaegul Choo

Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction

Zhihao Tang, Chaozhuo Li, Litian Zhang, Xi Zhang

BiFM: Bidirectional Flow Matching for Few-Step Image Editing and Generation

Yasong Dai, Zeeshan Hayder, David Ahmedt-Aristizabal, Hongdong Li

EditCtrl: Disentangled Local and Global Control for Real-Time Generative Video Editing

Yehonathan Litman, Shikun Liu, Dario Seyb, Nicholas Milef, Yang Zhou

LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models

Hyunsoo Han, Sangyeop Yeo, Jaejun Yoo

Rethinking Dataset Distillation: Hard Truths about Soft Labels

Priyam Dey, Aditya Sahdev, Sunny Bhati, Konda Reddy Mopuri, Venkatesh Babu Radhakrishnan

SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains

Qingmei Li, Yang Zhang, Peifeng Zhang, Haohuan Fu, Juepeng Zheng

SwiftTailor: Efficient 3D Garment Generation with Geometry Image Representation

Phuc Pham, Uy Dieu Tran, Binh-Son Hua, Phong Nguyen

DINO Eats CLIP: Adapting Beyond Knowns for Open-set 3D Object Retrieval

Xinwei He, Yansong Zheng, Qianru Han, Zhichuan Wang, Yuxuan Cai

Frequency-Aware Flow Matching for High-Quality Image Generation

Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Liang-Chieh Chen

HATS: Hardness-Aware Trajectory Synthesis for GUI Agents

Rui Shao, Ruize Gao, Bin Xie, Yixing Li, Kaiwen Zhou

MM-ReCoder: Advancing Chart-to-Code Generation with Reinforcement Learning and Self-Correction

Zitian Tang, Xu Zhang, Jianbo Yuan, Yang Zou, Varad Gunjal

FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement

Ming Hu, Yongsheng Huo, Mingyu Dou, Jianfu Yin, Peng Zhao

Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models

Yuedong Yang, Xiwen Wei, Mustafa Munir, Radu Marculescu

Rethinking 2D-3D Registration: A Novel Network for High-Value Zone Selection and Representation Consistency Alignment

Zhixin Cheng, Bohao Liao, Jiacheng Deng, Xiaotian Yin, Xinjun Li

PosterIQ: A Design Perspective Benchmark for Poster Understanding and Generation

Yuheng Feng, Wen Zhang, Haodong Duan, Xingxing Zou

Through the Frequency Lens: Cross-Domain Generalisable Gaze Estimation with Adaptive Modulation

Yang Xu, Yiwei Bao, Feng Lu

PatchScene: Patch-based Voxel Diffusion Model for Large-Scale Scene Completion

Qingdong Xu, Jiajun Zhu, Shilin Zhu, Xinjing He, Chao Lu

MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding

Basit Alawode, Arif Mahmood, Muaz Khalifa Al Radi, Shahad Albastaki, Asim Khan

AMB3R: Accurate Feed-forward Metric-scale 3D Reconstruction with Backend

Hengyi Wang, Lourdes Agapito

DP-FedAdamW: An Efficient Optimizer for Differentially Private Federated Large Models

Jin Liu, Ning Xi, Yinbin Miao, Junkang Liu

TTP: Test-Time Padding for Adversarial Detection and Robust Adaptation on Vision-Language Models

Zhiwei Li, Yitian Pang, Weining Wang, Zhenan Sun, Qi Li

TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation

Dong-Guw Lee, Tai Hyoung Rhee, Hyunsoo Jang, Young-Sik Shin, Ukcheol Shin

RDFace: A Benchmark Dataset for Rare Disease Facial Image Analysis under Extreme Data Scarcity and Phenotype-Aware Synthetic Generation

Ganlin Feng, Yuxi Long, Hafsa Ali, Erin Lou, Fahad Butt

MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture

Hui Li, Jiayue Lyu, Fu-Yun Wang, Kaihui Cheng, Siyu Zhu

VideoWorld 2: Learning Transferable Knowledge from Real-world Videos

Zhongwei Ren, Yunchao Wei, Xiao Yu, Guixun Luo, Yao Zhao

Illumination-Consistent Human-Scene Reconstruction from Monocular Video

Rongbin Zheng, Wensheng Li, Lingzhe Zeng, Dong Wang, Chengying Gao

RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models

Timing Yang, Feng Wang, Guoyizhe Wei

EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models

Yiyang Fang, Wenke Huang, Pei Fu, Yihao Yang, Kehua Su

Rethinking Knowledge Transfer in Image Quality Assessment: A Perceptual Preference Structure Alignment Perspective

Aobo Li, Jinjian Wu, Yongxu Liu, Jupo Ma, Weisheng Dong

CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning

Junyoung Sung, Seungwoo Lyu, MinJun Kim, Sumin An, Arsha Nagrani

ParallelVLM: Lossless Video-LLM Acceleration with Visual Alignment Aware Parallel Speculative Decoding

Quan Kong, Yuhao Shen, Yicheng Ji, Huan Li, Cong Wang

Hi-Lo Prune: Look at What You'll Lose before Pruning with Hierarchical Token Selection

Zixun Sun, Yubo Dong, Hehe Fan, Yi Yang

FoSS: Modeling Long-Range Dependencies and Multimodal Uncertainty in Trajectory Prediction via Fourier-State Space Integration

Yizhou Huang, Genze Jiang, Yihua Cheng, Kezhi Wang

Featurising Pixels from Dynamic 3D Scenes with Linear In-Context Learners

Nikita Araslanov, Martin Sundermeyer, Hidenobu Matsuki, David Joseph Tan, Federico Tombari

ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving

Zhiyu Zheng, Shaoyu Chen, Haoran Yin, xinbang zhang, Jialv Zou

AnyID: Ultra-Fidelity Universal Identity-Preserving Video Generation from Any Visual References

Jiahao Wang, Hualian Sheng, Sijia Cai, Yuxiao Yang, Weizhan Zhang

Multimodal Continual Instruction Tuning with Dynamic Gradient Guidance

Songze Li, Mingyu Gao, Tonghua Su, Xu-yao Zhang, Zhongjie Wang

F^2HDR: Two-Stage HDR Video Reconstruction via Flow Adapter and Physical Motion Modeling

Huanjing Yue, Dawei Li, Shaoxiong Tu, Jingyu Yang

Efficient All-Pairs Correlation Volume Sampling for Optical Flow Estimation

Karlis Martins Briedis, Markus Gross, Christopher Schroers

GEM: Generating LiDAR World Model via Deformable Mamba

Yang Wu, Zhaojiang Liu, Qiang Meng, Youquan Liu, Renliang Weng

SegQuant: A Semantics-Aware and Generalizable Quantization Framework for Diffusion Models

Jiaji Zhang, Ruichao Sun, Hailiang Zhao, Jiaju Wu, Peng Chen

Incentivizing Versatile Video Reasoning in MLLMs via Data-Efficient Reinforcement Learning

Xiaodong Wang, Zhirong Wu, Langling Huang, Yuxi Zheng, Peixi Peng

RoboTAG: End-to-end Robot Pose Estimation via Topological Alignment Graph

Yifan liu, Fangneng Zhan, Wanhua Li, Haowen Sun, Katerina Fragkiadaki

BDNet:Bio-Inspired Dual-Backbone Small Object Detection Network

Wenchao Guan, Chuan Lin, Sihan Huang, Xiongzhen Wang, Xintao Pang

Enabling Supervised Learning of Generative Signatures for Generalized AI-Generated Images Detection

Jianwei Fei, Yunshu Dai, Xiaoyu Zhou, Zhihua Xia, Alessandro Piva

Latent Chain-of-Thought World Modeling for End-to-End Autonomous Driving

Shuhan Tan, Kashyap Chitta, Yuxiao Chen, Ran Tian, Yurong You

MOS: Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification

Yujian Zhao, Hankun Liu, Guanglin Niu

ArtPro: Self-Supervised Articulated Object Reconstruction with Adaptive Integration of Mobility Proposals

Xuelu Li, Zhaonan Wang, Xiaogang Wang, Lei Wu, Manyi Li

Relightful Video Portrait Harmonization

Jun Myeong Choi, Jae Shin Yoon, Luchao Qi, Roni Sengupta, Joon-Young Lee

Towards Realistic and Consistent Orbital Video Generation via 3D Foundation Priors

Rong Wang, Ruyi Zha, Ziang Cheng, Jiayu Yang, Pulak Purkait

INSID3: Training-Free In-Context Segmentation with DINOv3

Claudia Cuttano, Gabriele Trivigno, Christoph Reich, Daniel Cremers, Carlo Masone

Bi-directional Autoregressive Diffusion for Large Complex Motion Interpolation

Yongrui Ma, Shijie Zhao, Mingde Yao, Junlin Li, Li Zhang

DualSplat: Robust 3D Gaussian Splatting via Pseudo-Mask Bootstrapping from Reconstruction Failures

Xu Wang, Zhiru Wang, Shiyun Xie, Chengwei Pan, Yisong Chen

FlexAvatar: Flexible Large Reconstruction Model for Animatable Gaussian Head Avatars with Detailed Deformation

Cheng Peng, Zhuo Su, Liao Wang, Chen Guo, Zhaohu Li

TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis

Zhengpeng Feng, Clement Atzberger, Sadiq Jaffer, Jovana Knezevic, Silja Sormunen

NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization

Yik San Cheng, Runkai Zhao, Weidong Cai

HalluGen: Synthesizing Realistic and Controllable Hallucinations for Evaluating Image Restoration

Seunghoi Kim, Henry F. J. Tregidgo, Chen Jin, Matteo Figini, Daniel C. Alexander

PMRNet: Physics-informed Multi-scale Refinement Network for Medical Image Segmentation

Boce Kang

Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics

Jiayuan Chen, Ruoqi Liu, Zishan Gu, Ping Zhang

Perceptual 3D Simulation With Physical World Modeling

Wanhee Lee, Klemen Kotar, Rahul Mysore Venkatesh, Jared Watrous, Daniel LK Yamins

Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with Anatomy Guidance

Qiuhai Yan, Kang Chen, Zhengjie Lu, Tingting Wang, Faming Fang

Flow4DGS-SLAM: Optical Flow-Guided 4D Gaussian Splatting SLAM

Yunsong Wang, Gim Hee Lee

The SA-FARI Dataset: Segment Anything in Footage of Animals for Recognition and Identification

Dante Wasmuht, Otto Brookes, Maximilian Schall, Pablo Palencia, Christopher Beirne

Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data

Xinlin Zhuang, Feilong Tang, Haolin Yang, Xiwei Liu, Ming Hu

Enhancing Spatial Understanding in Image Generation via Reward Modeling

Zhenyu Tang, Chaoran Feng, Yufan Deng, Jie Wu, Xiaojie Li

Bezier Degradation Modeling for LiDAR-based Human Motion Capture

Xiaoqi An, Lin Zhao, Jun Li, Chen Gong, Jian Yang

Batman: Benign Knowledge Alignment Through Malicious Null Space in Federated Backdoor Attack

Wenwen He, Wenke Huang, Yiyang Fang, Wenjie Qu, Jiaheng Zhang

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning

Xiang Fang, Wanlong Fang, Changshuo Wang

EvoID: Reinforced Evolution for Identity-Preserving Video Generation

Yiheng Zhang, Zhaofan Qiu, Zunxu Liu, Yingwei Pan, Ting Yao

Learning from Oblivion: Predicting Knowledge-Overflowed Weights via Retrodiction of Forgetting

Jinhyeok Jang, Jaehong Kim, Jung Uk Kim

DTG-Restore: Training-Free Diffusion Refinement for Generative Video Super-Resolution

Hidir Yesiltepe, Koutilya PNVR, Gaurav Pathak, Navaneeth Bodla, Bharat Singh

TempoMaster: Efficient Long Video Generation via Next-Frame-Rate Prediction

Yukuo Ma, Cong Liu, Junke Wang, Junqi Liu, Haibin Huang

Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning

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

SegMo: Co-Designing Content-Aware Sparsity and Locally-Cohesive Segment Parallelism for Efficient VLM Inference

Haojuan Li, Ruohan Tang, Dongzhou Cheng, Zongpu Zhang, Jian Li

Smoothing the Score Function to Enhance Generalization in Diffusion Models

Xinyu Zhou, Jiawei Zhang, Stephen J. Wright

Towards Multimodal Domain Generalization with Few Labels

Hongzhao Li, Hao Dong, Hualei Wan, Shupan Li, Mingliang Xu

Optical Flow Matching: Reframing Optical Flow as Continuous Transport Dynamics

Ao Luo, Xin Li, Fan Yang, Yuezun Li, Zhaoquan Yuan

Zhiwen Zheng, Hao Zhou, Huiyu Qi, Zhao Huang, Guangyuan Zhang

Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation

Lingfeng Zhang, Yuchen Zhang, hongsheng Li, Haoxiang Fu, Yingbo Tang