Poster

Tue 14:00

Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
Boxin Wang · Wei Ping · Chaowei Xiao · Peng Xu · Mostofa Patwary · Mohammad Shoeybi · Bo Li · Anima Anandkumar · Bryan Catanzaro

Workshop

A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods
Tiago Salvador · Kilian FATRAS · Ioannis Mitliagkas · Adam Oberman

Poster

Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation
Xiang Gu · Yucheng Yang · Wei Zeng · Jian Sun · Zongben Xu

Poster

LOG: Active Model Adaptation for Label-Efficient OOD Generalization
Jie-Jing Shao · Lan-Zhe Guo · Xiao-wen Yang · Yu-Feng Li

Poster

Wed 9:00

Unified Optimal Transport Framework for Universal Domain Adaptation
Wanxing Chang · Ye Shi · Hoang Tuan · Jingya Wang

Affinity Workshop

Evaluation of Active Learning and Domain Adaptation on Health Data
Kristina Holsapple · Haoran Zhang · Marzyeh Ghassemi

Workshop

Sat 7:10

Domain Adaptation: Theory, Algorithms, and Open Library
Mingsheng Long

Poster

Thu 14:00

Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks
Minji Yoon · John Palowitch · Dustin Zelle · Ziniu Hu · Ruslan Salakhutdinov · Bryan Perozzi

Affinity Workshop

Efficient Hospital Management via Length of Stay prediction using Domain Adaptation
Lyse Naomi Wamba · Nyalleng Moorosi · Elaine Nsoesie · Frank Rademakers · Bart DeMoor

Workshop

Learn Complementary Pseudo-label for Source-free Domain Adaptive Medical Segmentation
Wanqing Xie · Mingzhen Li · Jinzhou Wu · Yongsong HUANG · Yuanyuan Bu · Jane You · Xiaofeng Liu

Poster

Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering
Yongyi Su · Xun Xu · Kui Jia

Poster

Unsupervised Domain Adaptation for Semantic Segmentation using Depth Distribution
Quanliang Wu · Huajun Liu