CVPR

Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual

Chong Wang, Lanqing Guo, Zixuan Fu, Siyuan Yang, Hao Cheng, Alex C. Kot, Bihan Wen

Comments Accepted to CVPR 2025

SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion

Xuan Zhu, Jijun Xiang, Xianqi Wang, Longliang Liu, Yu Wang, Hong Zhang, Fei Guo, Xin Yang

Comments Accepted by CVPR 2025

DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution

Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma, Zhiying Jiang, Long Ma, Jinyuan Liu

Comments This paper was accepted by CVPR 2025

HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation

Hongye Cheng, Tianyu Wang, Guangsi Shi, Zexing Zhao, Yanwei Fu

Comments Accepted by CVPR 2025. See https://star-uu-wang.github.io/HOP/

Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time

Jon Donnelly, Zhicheng Guo, Alina Jade Barnett, Hayden McTavish, Chaofan Chen, Cynthia Rudin

Comments Accepted for publication in CVPR 2025

Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think

Jie Tian, Xiaoye Qu, Zhenyi Lu, Wei Wei, Sichen Liu, Yu Cheng

Comments Accepted by CVPR2025

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model

Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang

Comments Accepted by CVPR 2025

Improve Representation for Imbalanced Regression through Geometric Constraints

Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou

Comments CVPR 2025. The first three authors contributed equally

STAR-Edge: Structure-aware Local Spherical Curve Representation for Thin-walled Edge Extraction from Unstructured Point Clouds

Zikuan Li, Honghua Chen, Yuecheng Wang, Sibo Wu, Mingqiang Wei, Jun Wang

Comments Accepted at CVPR 2025

AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models

Sohan Patnaik, Rishabh Jain, Balaji Krishnamurthy, Mausoom Sarkar

Comments Accepted for publication in CVPR 2025

K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs

Ziheng Ouyang, Zhen Li, Qibin Hou

Comments CVPR 2025, Project page: https://k-lora.github.io/K-LoRA.io/

Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key

Zhihe Yang, Xufang Luo, Dongqi Han, Yunjian Xu, Dongsheng Li

Comments Accepted by CVPR 2025

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models

Haokun Chen, Hang Li, Yao Zhang, Jinhe Bi, Gengyuan Zhang, Yueqi Zhang, Philip Torr, Jindong Gu, Denis Krompass, Volker Tresp

Comments CVPR 2025

DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution

Yuzhong Zhao, Feng Liu, Yue Liu, Mingxiang Liao, Chen Gong, Qixiang Ye, Fang Wan

Comments Accepted in CVPR 2025. Code is available at https://github.com/callsys/DynRefer

pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving

Wei-Bin Kou, Qingfeng Lin, Ming Tang, Sheng Xu, Rongguang Ye, Yang Leng, Shuai Wang, Guofa Li, Zhenyu Chen, Guangxu Zhu, Yik-Chung Wu

Comments This paper was submitted to CVPR 2024 in Nov. 2023

Audio-Visual Instance Segmentation

Ruohao Guo, Xianghua Ying, Yaru Chen, Dantong Niu, Guangyao Li, Liao Qu, Yanyu Qi, Jinxing Zhou, Bowei Xing, Wenzhen Yue, Ji Shi, Qixun Wang, Peiliang Zhang, Buwen Liang

Comments Accepted by CVPR 2025

Adaptive Rectangular Convolution for Remote Sensing Pansharpening

Xueyang Wang, Zhixin Zheng, Jiandong Shao, Yule Duan, Liang-Jian Deng

Comments 8 pages, 6 figures, Accepted by CVPR

Split Adaptation for Pre-trained Vision Transformers

Lixu Wang, Bingqi Shang, Yi Li, Payal Mohapatra, Wei Dong, Xiao Wang, Qi Zhu

Comments This paper has been accepted by CVPR 2025. The first two authors contributed equally

SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection

Xin Lin, Chong Shi, Zuopeng Yang, Haojin Tang, Zhili Zhou

Comments Accepted by CVPR 2025

Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance

Sanchayan Santra, Vishal Chudasama, Pankaj Wasnik, Vineeth N. Balasubramanian

Comments Accepted at CVPR 2025

CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation

Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah

Comments Accepted at CVPR 2025

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging

Maximilian Rokuss, Yannick Kirchhoff, Seval Akbal, Balint Kovacs, Saikat Roy, Constantin Ulrich, Tassilo Wald, Lukas T. Rotkopf, Heinz-Peter Schlemmer, Klaus Maier-Hein

Comments Accepted at CVPR 2025

Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal

Haonan An, Guang Hua, Zhengru Fang, Guowen Xu, Susanto Rahardja, Yuguang Fang

Comments Accepted by CVPR 2025

MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image

Shaoming Li, Qing Cai, Songqi Kong, Runqing Tan, Heng Tong, Shiji Qiu, Yongguo Jiang, Zhi Liu

Comments Published in CVPR 2025

Dataset Distillation with Neural Characteristic Function: A Minmax Perspective

Shaobo Wang, Yicun Yang, Zhiyuan Liu, Chenghao Sun, Xuming Hu, Conghui He, Linfeng Zhang

Comments Accepted by CVPR 2025, 11 pages, 7 figures

Journal ref Conference on Computer Vision and Pattern Recognition, 2025

The Devil is in Temporal Token: High Quality Video Reasoning Segmentation

Sitong Gong, Yunzhi Zhuge, Lu Zhang, Zongxin Yang, Pingping Zhang, Huchuan Lu

Journal ref CVPR 2025

HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting

Jingyu Lin, Jiaqi Gu, Lubin Fan, Bojian Wu, Yujing Lou, Renjie Chen, Ligang Liu, Jieping Ye

Comments Accpeted by CVPR 2025. Project page: https://gujiaqivadin.github.io/hybridgs/ Code: https://github.com/Yeyuqqwx/HybridGS Data: https://huggingface.co/Eto63277/HybridGS/tree/main

PLeaS -- Merging Models with Permutations and Least Squares

Anshul Nasery, Jonathan Hayase, Pang Wei Koh, Sewoong Oh

Comments Accepted to CVPR 2025

InsTaG: Learning Personalized 3D Talking Head from Few-Second Video

Jiahe Li, Jiawei Zhang, Xiao Bai, Jin Zheng, Jun Zhou, Lin Gu

Comments Accepted at CVPR 2025. Project page: https://fictionarry.github.io/InsTaG/

Attention Distillation: A Unified Approach to Visual Characteristics Transfer

Yang Zhou, Xu Gao, Zichong Chen, Hui Huang

Comments Accepted to CVPR 2025. Project page: https://github.com/xugao97/AttentionDistillation