IJCV

High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion

Libo Zhang, Yongsheng Yu, Jiali Yao, Heng Fan

Comments Accepted to IJCV. arXiv admin note: text overlap with arXiv:2208.11850

P2Object: Single Point Supervised Object Detection and Instance Segmentation

Pengfei Chen, Xuehui Yu, Xumeng Han, Kuiran Wang, Guorong Li, Lingxi Xie, Zhenjun Han, Jianbin Jiao

Comments Accepted by IJCV

Group-based Distinctive Image Captioning with Memory Difference Encoding and Attention

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

Comments 20 pages. arXiv admin note: substantial text overlap with arXiv:2108.09151

Journal ref International Journal of Computer Vision, 2024

IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition

Xiaomeng Yang, Zhi Qiao, Yu Zhou

Comments Accepted by IJCV

CLIP-Adapter: Better Vision-Language Models with Feature Adapters

Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao

Comments Accepted by IJCV

HiLM-D: Enhancing MLLMs with Multi-Scale High-Resolution Details for Autonomous Driving

Xinpeng Ding, Jianhua Han, Hang Xu, Wei Zhang, Xiaomeng Li

Comments Accepted by IJCV

Preconditioned Score-based Generative Models

Hengyuan Ma, Xiatian Zhu, Jianfeng Feng, Li Zhang

Comments IJCV 2025

PointSea: Point Cloud Completion via Self-structure Augmentation

Zhe Zhu, Honghua Chen, Xing He, Mingqiang Wei

Comments Accepted by International Journal of Computer Vision (IJCV). Extension of our ICCV 2023 work: arXiv:2307.08492

Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation

Tianyang Xu, Jiyong Rao, Xiaoning Song, Zhenhua Feng, Xiao-Jun Wu

Comments accepted by IJCV 2025

Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks

Shuang Cui, Yi Li, Jiangmeng Li, Xiongxin Tang, Bing Su, Fanjiang Xu, Hui Xiong

Journal ref International Journal of Computer Vision 2025

Instance-Level Moving Object Segmentation from a Single Image with Events

Zhexiong Wan, Bin Fan, Le Hui, Yuchao Dai, Gim Hee Lee

Comments accepted by IJCV

Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement

Zijie Yue, Miaojing Shi, Hanli Wang, Shuai Ding, Qijun Chen, Shanlin Yang

Comments International Journal of Computer Vision

A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision

Hao Ai, Zidong Cao, Lin Wang

Comments 37 pages, 24 figures, accepted by IJCV

SeaFormer++: Squeeze-enhanced Axial Transformer for Mobile Visual Recognition

Qiang Wan, Zilong Huang, Jiachen Lu, Gang Yu, Li Zhang

Comments V4 is the ICLR 2023 conference version, and V6 is the IJCV 2025 version

On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook

Mingyuan Fan, Chengyu Wang, Cen Chen, Yang Liu, Jun Huang

Comments Accepted to IJCV

ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning

Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yichen Wu, Lilun Deng, Yukun Cui, Shuang Xu, Baisong Jiang

Comments This article is published in International Journal of Computer Vision (IJCV), 2024

Journal ref International Journal of Computer Vision, 2024: 1-21

GL-MCM: Global and Local Maximum Concept Matching for Zero-Shot Out-of-Distribution Detection

Atsuyuki Miyai, Qing Yu, Go Irie, Kiyoharu Aizawa

Comments Accepted by International Journal of Computer Vision (IJCV) 2025

Hyper-3DG: Text-to-3D Gaussian Generation via Hypergraph

Donglin Di, Jiahui Yang, Chaofan Luo, Zhou Xue, Wei Chen, Xun Yang, Yue Gao

Comments Accepted by IJCV

Combating Label Noise With A General Surrogate Model For Sample Selection

Chao Liang, Linchao Zhu, Humphrey Shi, Yi Yang

Comments Accepted by IJCV 2024

Diffusion-Enhanced Test-time Adaptation with Text and Image Augmentation

Chun-Mei Feng, Yuanyang He, Jian Zou, Salman Khan, Huan Xiong, Zhen Li, Wangmeng Zuo, Rick Siow Mong Goh, Yong Liu

Comments Accepted by International Journal of Computer Vision

Journal ref International Journal of Computer Vision, 2025

On the Generalizability of Iterative Patch Selection for Memory-Efficient High-Resolution Image Classification

Max Riffi-Aslett, Christina Fell

Comments 15 pages, submitted to Springer Nature, International Journal of Computer Vision

Structured Generative Models for Scene Understanding

Christopher K. I. Williams

Comments 32 pages, 10 figures

Journal ref International Journal of Computer Vision, 2024

A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts

Jian Liang, Ran He, Tieniu Tan

Comments Discussions, comments, and questions are all welcomed in \url{https://github.com/tim-learn/awesome-test-time-adaptation}

Journal ref International Journal of Computer Vision (2024)

AniClipart: Clipart Animation with Text-to-Video Priors

Ronghuan Wu, Wanchao Su, Kede Ma, Jing Liao

Comments IJCV 2024, Project Page: https://aniclipart.github.io/

Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection

Zixuan Chen, Xiaohua Xie, Lingxiao Yang, Jianhuang Lai

Comments This paper is recently accepted in the International Journal of Computer Vision (IJCV). Please see our code at https://github.com/NarcissusEx/HETMM

Robust Sequential DeepFake Detection

Rui Shao, Tianxing Wu, Ziwei Liu

Comments IJCV 2025. Extension of our ECCV 2022 paper: arXiv:2207.02204. Code: https://github.com/rshaojimmy/SeqDeepFake

DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection

Rui Shao, Tianxing Wu, Liqiang Nie, Ziwei Liu

Comments IJCV 2025. Github: https://github.com/rshaojimmy/DeepFake-Adapter

Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective

Jiangmeng Li, Zehua Zang, Qirui Ji, Chuxiong Sun, Wenwen Qiang, Junge Zhang, Changwen Zheng, Fuchun Sun, Hui Xiong

Comments Accepted by IJCV, 2024

Public Health Advocacy Dataset: A Dataset of Tobacco Usage Videos from Social Media

Naga VS Raviteja Chappa, Charlotte McCormick, Susana Rodriguez Gongora, Page Daniel Dobbs, Khoa Luu

Comments Under review at International Journal of Computer Vision (IJCV); 29 figures, 5 figures;

Globally Correlation-Aware Hard Negative Generation

Wenjie Peng, Hongxiang Huang, Tianshui Chen, Quhui Ke, Gang Dai, Shuangping Huang

Comments Accepted by IJCV'24