International Journal of Computer Vision

Correspondence Distillation from NeRF-Based GAN

Yushi Lan, Chen Change Loy, Bo Dai

Editor’s Note: Special Issue on Physics-Based Vision Meets Deep Learning

Dual Graph Networks for Pose Estimation in Crowded Scenes

Jun Tu, Gangshan Wu, Limin Wang

Source-Free Domain Adaptation via Target Prediction Distribution Searching

Song Tang, An Chang, Fabian Zhang, Xiatian Zhu, Mao Ye, Changshui Zhang

Multi-Modal Meta-Transfer Fusion Network for Few-Shot 3D Model Classification

He-Yu Zhou, An-An Liu, Chen-Yu Zhang, Ping Zhu, Qian-Yi Zhang, Mohan Kankanhalli

Are Vision Transformers Robust to Spurious Correlations?

Soumya Suvra Ghosal, Yixuan Li

Semantic Image Matting: General and Specific Semantics

Yanan Sun, Chi-Keung Tang, Yu-Wing Tai

SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels

Henry Hengyuan Zhao, Pichao Wang, Yuyang Zhao, Hao Luo, Fan Wang, Mike Zheng Shou

Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation

Wei Zhai, Pingyu Wu, Kai Zhu, Yang Cao, Feng Wu, Zheng-Jun Zha

DeepFTSG: Multi-stream Asymmetric USE-Net Trellis Encoders with Shared Decoder Feature Fusion Architecture for Video Motion Segmentation

Gani Rahmon, Kannappan Palaniappan, Imad Eddine Toubal, Filiz Bunyak, Raghuveer Rao, Guna Seetharaman

SignParser: An End-to-End Framework for Traffic Sign Understanding

Yunfei Guo, Wei Feng, Fei Yin, Cheng-Lin Liu

MixStyle Neural Networks for Domain Generalization and Adaptation

Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization

Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee

In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond

Bolin Lai, Miao Liu, Fiona Ryan, James M. Rehg

SOTVerse: A User-Defined Task Space of Single Object Tracking

Shiyu Hu, Xin Zhao, Kaiqi Huang

3D Adversarial Augmentations for Robust Out-of-Domain Predictions

Alexander Lehner, Stefano Gasperini, Alvaro Marcos-Ramiro, Michael Schmidt, Nassir Navab, Benjamin Busam, Federico Tombari

Inferring Attention Shifts for Salient Instance Ranking

Avishek Siris, Jianbo Jiao, Gary K. L. Tam, Xianghua Xie, Rynson W. H. Lau

Indoor Obstacle Discovery on Reflective Ground via Monocular Camera

Feng Xue, Yicong Chang, Tianxi Wang, Yu Zhou, Anlong Ming