IJCV

A2B: Anchor to Barycentric Coordinate for Robust Correspondence

Weiyue Zhao, Hao Lu, Zhiguo Cao, Xin Li

Comments Accepted by International Journal of Computer Vision

Universal Prototype Transport for Zero-Shot Action Recognition and Localization

Pascal Mettes

Journal ref International Journal of Computer Vision (2023)

GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence

Xia Huang, Kai Fong Ernest Chong

Comments Published (with open access) at International Journal of Computer Vision (IJCV, 2023). 25 pages, 8 figures. Code is available at: https://github.com/codetopaper/GenKL

Super Vision Transformer

Mingbao Lin, Mengzhao Chen, Yuxin Zhang, Chunhua Shen, Rongrong Ji, Liujuan Cao

Comments Accepted by International Journal of Computer Vision (IJCV) in the year of 2023

Deep Physics-Guided Unrolling Generalization for Compressed Sensing

Bin Chen, Jiechong Song, Jingfen Xie, Jian Zhang

Comments Accepted by International Journal of Computer Vision (IJCV) 2023

Semantic Contrastive Bootstrapping for Single-positive Multi-label Recognition

Cheng Chen, Yifan Zhao, Jia Li

Comments 18 pages, 11 figures, To Appear in IJCV 2023

DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs

Yanjing Li, Sheng Xu, Xianbin Cao, Li'an Zhuo, Baochang Zhang, Tian Wang, Guodong Guo

Comments Accepted by International Journal of Computer Vision

Exploring Vision-Language Models for Imbalanced Learning

Yidong Wang, Zhuohao Yu, Jindong Wang, Qiang Heng, Hao Chen, Wei Ye, Rui Xie, Xing Xie, Shikun Zhang

Comments IJCV minor revision; 16 pages; code: https://github.com/Imbalance-VLM/Imbalance-VLM

Population-Based Evolutionary Gaming for Unsupervised Person Re-identification

Yunpeng Zhai, Peixi Peng, Mengxi Jia, Shiyong Li, Weiqiang Chen, Xuesong Gao, Yonghong Tian

Comments Accepted in IJCV

A Dynamic Feature Interaction Framework for Multi-task Visual Perception

Yuling Xi, Hao Chen, Ning Wang, Peng Wang, Yanning Zhang, Chunhua Shen, Yifan Liu

Comments Accepted by International Journal of Computer Vision. arXiv admin note: text overlap with arXiv:2011.09796

Semi-Supervised and Long-Tailed Object Detection with CascadeMatch

Yuhang Zang, Kaiyang Zhou, Chen Huang, Chen Change Loy

Comments International Journal of Computer Vision (IJCV), 2023

Semi-Supervised Visual Tracking of Marine Animals using Autonomous Underwater Vehicles

Levi Cai, Nathan E. McGuire, Roger Hanlon, T. Aran Mooney, Yogesh Girdhar

Comments To appear in IJCV SI: Animal Tracking

Journal ref Cai, Levi, Nathan E. McGuire, Roger Hanlon, T. Aran Mooney, and Yogesh Girdhar. "Semi-supervised Visual Tracking of Marine Animals Using Autonomous Underwater Vehicles." International Journal of Computer Vision (2023): 1-22

Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data

Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz, Eric Granger

Comments 31 pages, 11 figures, First version submitted to IJCV journal

Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning

Xu Yang, Hanwang Zhang, Chongyang Gao, Jianfei Cai

Comments Accepted to IJCV. Codes are available at https://github.com/GCYZSL/CVLMN

Rethinking Portrait Matting with Privacy Preserving

Sihan Ma, Jizhizi Li, Jing Zhang, He Zhang, Dacheng Tao

Comments Accepted to the International Journal of Computer Vision (IJCV). The code, dataset, and models are available at https://github.com/ViTAE-Transformer/P3M-Net. arXiv admin note: substantial text overlap with arXiv:2104.14222

Lifting 2D Human Pose to 3D with Domain Adapted 3D Body Concept

Qiang Nie, Ziwei Liu, Yunhui Liu

Comments 15 pages, a paper submitted to IJCV

Journal ref Int J Comput Vis 131 (2023) 1250 - 1268

Learning Accurate Performance Predictors for Ultrafast Automated Model Compression

Ziwei Wang, Jiwen Lu, Han Xiao, Shengyu Liu, Jie Zhou

Comments Accepted to IJCV

Learning to Adapt to Light

Kai-Fu Yang, Cheng Cheng, Shi-Xuan Zhao, Xian-Shi Zhang, Yong-Jie Li

Comments 10 pages, 9 figures

Journal ref International Journal of Computer Vision, 2023

3D Object Detection for Autonomous Driving: A Comprehensive Survey

Jiageng Mao, Shaoshuai Shi, Xiaogang Wang, Hongsheng Li

Comments Accepted to International Journal of Computer Vision (IJCV). Project page is at https://github.com/PointsCoder/Awesome-3D-Object-Detection-for-Autonomous-Driving

A Closer Look at Few-Shot 3D Point Cloud Classification

Chuangguan Ye, Hongyuan Zhu, Bo Zhang, Tao Chen

Comments Accepted by IJCV 2023

Disentangling Geometric Deformation Spaces in Generative Latent Shape Models

Tristan Aumentado-Armstrong, Stavros Tsogkas, Sven Dickinson, Allan Jepson

Comments Accepted to IJCV

DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning

Xiawu Zheng, Chenyi Yang, Shaokun Zhang, Yan Wang, Baochang Zhang, Yongjian Wu, Yunsheng Wu, Ling Shao, Rongrong Ji

Comments A update version of this work. 19 pages

Journal ref International Journal of Computer Vision, 1-16 (2023)

Multi-Modal 3D Object Detection in Autonomous Driving: a Survey

Yingjie Wang, Qiuyu Mao, Hanqi Zhu, Jiajun Deng, Yu Zhang, Jianmin Ji, Houqiang Li, Yanyong Zhang

Comments Accepted by International Journal of Computer Vision (IJCV)

A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking

Chang Liu, Yinpeng Dong, Wenzhao Xiang, Xiao Yang, Hang Su, Jun Zhu, Yuefeng Chen, Yuan He, Hui Xue, Shibao Zheng

Comments International Journal of Computer Vision (IJCV) [under review]

Context-Driven Detection of Invertebrate Species in Deep-Sea Video

R. Austin McEver, Bowen Zhang, Connor Levenson, A S M Iftekhar, B. S. Manjunath

Journal ref International Journal of Computer Vision 2023

Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring

Hongguang Zhang, Limeng Zhang, Yuchao Dai, Hongdong Li, Piotr Koniusz

Comments International Journal of Computer Vision. arXiv admin note: substantial text overlap with arXiv:1904.03468

Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters

Yawen Cui, Zitong Yu, Rizhao Cai, Xun Wang, Alex C. Kot, Li Liu

Comments Submitted to International Journal of Computer Vision (IJCV)

PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer

Zitong Yu, Yuming Shen, Jingang Shi, Hengshuang Zhao, Yawen Cui, Jiehua Zhang, Philip Torr, Guoying Zhao

Comments Accepted by International Journal of Computer Vision (IJCV). arXiv admin note: substantial text overlap with arXiv:2111.12082

A comprehensive survey on recent deep learning-based methods applied to surgical data

Mansoor Ali, Rafael Martinez Garcia Pena, Gilberto Ochoa Ruiz, Sharib Ali

Comments This paper is to be submitted to International journal of computer vision

Dynamic Curriculum Learning for Great Ape Detection in the Wild

Xinyu Yang, Tilo Burghardt, Majid Mirmehdi

Comments Accepted at IJCV