Domain Adaptation

Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation AAAI 2021 Bridge-Based Active Domain Adaptation for Aspect Term Extraction ACL 2021 Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021 Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias CVPR 2021 Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection AAAI 2021 Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation CVPR 2021 Coarse-To-Fine Domain Adaptive Semantic Segmentation With Photometric Alignment and Category-Center Regularization CVPR 2021 Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds CVPR 2021 Conditional Bures Metric for Domain Adaptation CVPR 2021 Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing NeurIPS 2021 Corporate Bankruptcy Prediction with Domain-Adapted BERT EMNLP 2021 Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation CVPR 2021 Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation AAAI 2021 Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021 Cross-View Regularization for Domain Adaptive Panoptic Segmentation CVPR 2021 Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation CVPR 2021 Cycle Self-Training for Domain Adaptation NeurIPS 2021 DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation CVPR 2021 DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training AAAI 2021 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021 Demodalizing Face Recognition with Synthetic Samples AAAI 2021 DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021 Divergence Optimization for Noisy Universal Domain Adaptation CVPR 2021 Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021 Domain Adaptive YOLO for One-Stage Cross-Domain Detection ACML 2021