IJCV

Improving Domain Adaptation Through Class Aware Frequency Transformation

Vikash Kumar, Himanshu Patil, Rohit Lal, Anirban Chakraborty

Comments Accepted at the International Journal of Computer Vision

How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?

Yifei Ming, Yixuan Li

Comments Accepted to IJCV 2023

Journal ref International Journal of Computer Vision 2023

Slimmable Networks for Contrastive Self-supervised Learning

Shuai Zhao, Linchao Zhu, Xiaohan Wang, Yi Yang

Comments Accepted by IJCV, code is at https://github.com/mzhaoshuai/SlimCLR

A Geometric Model for Polarization Imaging on Projective Cameras

Mara Pistellato, Filippo Bergamasco

Journal ref International Journal of Computer Vision, 2024

Learning Rate Curriculum

Florinel-Alin Croitoru, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Nicu Sebe

Comments Accepted at the International Journal of Computer Vision

FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures

Hao Lu, Wenze Liu, Hongtao Fu, Zhiguo Cao

Comments Accepted to International Journal of Computer Vision. Extended version of ECCV 2022 paper at arXiv:2207.10392

In Search of Lost Online Test-time Adaptation: A Survey

Zixin Wang, Yadan Luo, Liang Zheng, Zhuoxiao Chen, Sen Wang, Zi Huang

Comments International Journal of Computer Vision (IJCV)

AEMIM: Adversarial Examples Meet Masked Image Modeling

Wenzhao Xiang, Chang Liu, Hang Su, Hongyang Yu

Comments Under review of International Journal of Computer Vision (IJCV)

Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective

Kun Fang, Qinghua Tao, Xiaolin Huang, Jie Yang

Comments published in International Journal of Computer Vision

ESceme: Vision-and-Language Navigation with Episodic Scene Memory

Qi Zheng, Daqing Liu, Chaoyue Wang, Jing Zhang, Dadong Wang, Dacheng Tao

Comments Accepted by IJCV

Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels

Tianshui Chen, Tao Pu, Lingbo Liu, Yukai Shi, Zhijing Yang, Liang Lin

Comments Accepted at IJCV, 2024

Knowledge Distillation Meets Open-Set Semi-Supervised Learning

Jing Yang, Xiatian Zhu, Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos

Comments Accepted by IJCV

From Easy to Hard: Learning Curricular Shape-aware Features for Robust Panoptic Scene Graph Generation

Hanrong Shi, Lin Li, Jun Xiao, Yueting Zhuang, Long Chen

Comments Accepted by IJCV

Multi-Modal Prototypes for Open-World Semantic Segmentation

Yuhuan Yang, Chaofan Ma, Chen Ju, Fei Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Comments accepted in IJCV

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation

Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan

Comments Accepted to IJCV 2023

Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-View 3D Detection and Tracking

Mingzhe Guo, Zhipeng Zhang, Liping Jing, Yuan He, Ke Wang, Heng Fan

Comments Accepted by IJCV

PosMLP-Video: Spatial and Temporal Relative Position Encoding for Efficient Video Recognition

Yanbin Hao, Diansong Zhou, Zhicai Wang, Chong-Wah Ngo, Meng Wang

Journal ref International Journal of Computer Vision, 27 June 2024

RMS-FlowNet++: Efficient and Robust Multi-Scale Scene Flow Estimation for Large-Scale Point Clouds

Ramy Battrawy, René Schuster, Didier Stricker

Comments This version of the article has been accepted by International Journal of Computer Vision (IJCV), and published in 23.05.2024

Journal ref International Journal of Computer Vision (IJCV), pages{1--22}, published by Springer in 2024

Exploiting Diffusion Prior for Real-World Image Super-Resolution

Jianyi Wang, Zongsheng Yue, Shangchen Zhou, Kelvin C. K. Chan, Chen Change Loy

Comments Accepted by IJCV'2024. Some Figs are compressed due to size limits. Uncompressed ver.: https://github.com/IceClear/StableSR/releases/download/UncompressedPDF/StableSR_IJCV_Uncompressed.pdf. Project page: https://iceclear.github.io/projects/stablesr/

Artificial Immune System of Secure Face Recognition Against Adversarial Attacks

Min Ren, Yunlong Wang, Yuhao Zhu, Yongzhen Huang, Zhenan Sun, Qi Li, Tieniu Tan

Journal ref International Journal of Computer Vision (IJCV), 2024

Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups using a Single Model across Cages

Michael P. J. Camilleri, Rasneer S. Bains, Christopher K. I. Williams

Comments International Journal of Computer Vision (2024)

Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection

Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang

Comments IJCV 2024. arXiv admin note: text overlap with arXiv:2108.07002

GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions

Tao Wang, Kaihao Zhang, Ziqian Shao, Wenhan Luo, Bjorn Stenger, Tong Lu, Tae-Kyun Kim, Wei Liu, Hongdong Li

Comments 20 pages, 15 figures, accepted by IJCV

Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling

Jinxing Zhou, Dan Guo, Yiran Zhong, Meng Wang

Comments IJCV 2024 Accepted. arXiv admin note: substantial text overlap with arXiv:2303.02344

Towards Task Sampler Learning for Meta-Learning

Jingyao Wang, Wenwen Qiang, Xingzhe Su, Changwen Zheng, Fuchun Sun, Hui Xiong

Comments accepted by IJCV

An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training

Jin Gao, Shubo Lin, Shaoru Wang, Yutong Kou, Zeming Li, Liang Li, Congxuan Zhang, Xiaoqin Zhang, Yizheng Wang, Weiming Hu

Comments A submission to IJCV

RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods

Xin Qiao, Matteo Poggi, Pengchao Deng, Hao Wei, Chenyang Ge, Stefano Mattoccia

Comments To appear on International Journal of Computer Vision (IJCV)

Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement

Zheng Yuan, Jie Zhang, Yude Wang, Shiguang Shan, Xilin Chen

Comments Accepted by International Journal of Computer Vision (IJCV).34 pages, 5 figures, 16 tables

Towards Diverse Binary Segmentation via A Simple yet General Gated Network

Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Lei Zhang

Comments Accepted by IJCV 2024

Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings

Wei Yin, Yifan Liu, Chunhua Shen, Baichuan Sun, Anton van den Hengel

Comments 14 pages. Accepted to Int. J. Comp. Vis. (IJCV)