Domain Adaptation

Domain Adaptation for Arabic Crisis Response EMNLP 2022 Domain Adaptation meets Individual Fairness. And they get along. NeurIPS 2022 Domain Alignment Meets Fully Test-Time Adaptation ACML 2022 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NeurIPS 2022 Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022 MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NeurIPS 2022 Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022 Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network ACL 2022 Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022 Variational Model Perturbation for Source-Free Domain Adaptation NeurIPS 2022 Adversarial Reweighting for Partial Domain Adaptation NeurIPS 2021 A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 Conditional Bures Metric for Domain Adaptation CVPR 2021 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021 CrossNER: Evaluating Cross-Domain Named Entity Recognition AAAI 2021 DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation CVPR 2021 Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021 Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021 Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021