GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learningby Sanqing Qu, Tianpei…
Optimal Transport for Domain Adaptation through Gaussian Mixture Modelsby Eduardo Fernandes Montesuma, Fred Maurice Ngolè…
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Promptingby…
Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptationby Shen Zheng, Anurag Ghosh, Srinivasa G.…
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectorsby Atif Belal, Akhil Meethal, Francisco…
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translationby Abdul Hameed…
Proxy Methods for Domain Adaptationby Katherine Tsai, Stephen R. Pfohl, Olawale Salaudeen, Nicole Chiou, Matt…
Bridging Domains with Approximately Shared Featuresby Ziliang Samuel Zhong, Xiang Pan, Qi LeiFirst submitted to…
LEAD: Learning Decomposition for Source-free Universal Domain Adaptationby Sanqing Qu, Tianpei Zou, Lianghua He, Florian…
Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zooby Jiangbo Pei, Ruizhe Li,…