Domain Adaptation

Learning with invariances in random features and kernel models COLT 2021 Legal Terminology Extraction with the Termolator EMNLP 2021 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 Levenshtein Training for Word-level Quality Estimation EMNLP 2021 Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021 Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NeurIPS 2021 Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking NAACL 2021 Lexical Density Analysis of Word Productions in Japanese English Using Acoustic Word Embeddings Interspeech 2021 Lifelong Domain Adaptation via Consolidated Internal Distribution NeurIPS 2021 Limitations of Post-Hoc Feature Alignment for Robustness CVPR 2021 LISN @ WMT 2021 EMNLP 2021 Localization in the Crowd with Topological Constraints AAAI 2021 Localizing Neurosurgical Instruments Across Domains and in the Wild MIDL 2021 Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view Modeling IJCAI 2021 Look Who’s Talking: Active Speaker Detection in the Wild Interspeech 2021 Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration Interspeech 2021 M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021 Making transport more robust and interpretable by moving data through a small number of anchor points ICML 2021 Mandoline: Model Evaluation under Distribution Shift ICML 2021 Maria: A Visual Experience Powered Conversational Agent ACL 2021 Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ACL 2021 Matching in the Dark: A Dataset for Matching Image Pairs of Low-Light Scenes ICCV 2021 mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets ICCV 2021 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021 MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021