"domain shift" Papers

Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment

Jiayi Guo, Zhao Junhao, Chaoqun Du et al.

SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts

Haoyuan Liang, Shilei Cao, Li et al.

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation

Qinghe Ma, Jian Zhang, Zekun Li et al.

Test-time Adaptation for Cross-modal Retrieval with Query Shift

Haobin Li, Peng Hu, Qianjun Zhang et al.

Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation

Ziqi Wang, Wei Wang, Chao Huang et al.

BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation

Daeun Lee, Jaehong Yoon, Sung Ju Hwang

Hyperbolic Active Learning for Semantic Segmentation under Domain Shift

Luca Franco, Paolo Mandica, Konstantinos Kallidromitis et al.

Large Scale Dataset Distillation with Domain Shift

Noel Loo, Alaa Maalouf, Ramin Hasani et al.

Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework

Weixi Weng, Chun Yuan

PARDEN, Can You Repeat That? Defending against Jailbreaks via Repetition

Ziyang Zhang, Qizhen Zhang, Jakob Foerster

Rethinking Normalization Layers for Domain Generalizable Person Re-identification

Ren Nie, Jin Ding, Xue Zhou et al.

Snuffy: Efficient Whole Slide Image Classifier

Hossein Jafarinia, Alireza Alipanah, Saeed Razavi et al.

Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization

Unraveling Batch Normalization for Realistic Test-Time Adaptation

Zixian Su, Jingwei Guo, Kai Yao et al.