Domain Adaptation

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022 Constraining word alignments with posterior regularization for label transfer NAACL 2022 Context-Aware Drift Detection ICML 2022 Context Matters: A Pragmatic Study of PLMs’ Negation Understanding ACL 2022 Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NeurIPS 2022 Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022 Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation NAACL 2022 Continual Test-Time Domain Adaptation CVPR 2022 Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding Interspeech 2022 Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022 Contrastive Test-Time Adaptation CVPR 2022 Controlling Directions Orthogonal to a Classifier ICLR 2022 Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022 Cooperative Distribution Alignment via JSD Upper Bound NeurIPS 2022 Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022 CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation NeurIPS 2022 Coupled Discriminant Subspace Alignment for Cross-database Speech Emotion Recognition Interspeech 2022 Coupled Training for Multi-Source Domain Adaptation WACV 2022 CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers EMNLP 2022 Cross-corpora experiments of automatic proficiency assessment and error detection for spoken English NAACL 2022 Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving AAAI 2022 Cross-Domain Adaptive Teacher for Object Detection CVPR 2022 Cross-domain adaptive transfer reinforcement learning based on state-action correspondence UAI 2022 Cross-Domain Classification of Moral Values NAACL 2022 Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022