Domain Adaptation

DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021 Discovering Better Model Architectures for Medical Query Understanding NAACL 2021 Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021 ACL 2021 Discrete and Soft Prompting for Multilingual Models EMNLP 2021 Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021 Disfluency Detection with Unlabeled Data and Small BERT Models Interspeech 2021 Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors NAACL 2021 Divergence Optimization for Noisy Universal Domain Adaptation CVPR 2021 Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings EMNLP 2021 Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding NAACL 2021 Domain Adaptation for NMT via Filtered Iterative Back-Translation EACL 2021 Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021 Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021 Domain adaptation under structural causal models JMLR 2021 Domain Adaptation Using System Invariant Dynamics Models L4DC 2021 Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 Domain-Adaptive Few-Shot Learning WACV 2021 Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021 Domain Adaptive Video Segmentation via Temporal Consistency Regularization ICCV 2021 Domain Adaptive YOLO for One-Stage Cross-Domain Detection ACML 2021 Domain-Aware Universal Style Transfer ICCV 2021 Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing WACV 2021 Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021 Domain Divergences: A Survey and Empirical Analysis NAACL 2021