2024 "domain shift" Papers

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

Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs

Jeongkee Lim, Yusung Kim

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

Open-set Domain Adaptation via Joint Error based Multi-class Positive and Unlabeled Learning

Dexuan Zhang, Thomas Westfechtel, Tatsuya Harada

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.