Domain Adaptation

UDALM: Unsupervised Domain Adaptation through Language Modeling NAACL 2021 UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus NAACL 2021 Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021 UNBERT: User-News Matching BERT for News Recommendation IJCAI 2021 Unbiased Mean Teacher for Cross-Domain Object Detection CVPR 2021 Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation ICCV 2021 Uncertainty Reduction for Model Adaptation in Semantic Segmentation CVPR 2021 Uncertainty Sets for Image Classifiers using Conformal Prediction ICLR 2021 Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability ICML 2021 Understanding and Mitigating Accuracy Disparity in Regression ICML 2021 Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 Understanding the Impact of UGC Specificities on Translation Quality EMNLP 2021 Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NeurIPS 2021 Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains ICCV 2021 Universal Semi-Supervised Learning NeurIPS 2021 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021 UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021 Unsupervised Bayesian Adaptation of PLDA for Speaker Verification Interspeech 2021 Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021 Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment ICCV 2021 Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization Interspeech 2021 Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment AAAI 2021 Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer AAAI 2021 Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021 Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings WACV 2021