Domain Adaptation

Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract) AAAI 2022 Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement CVPR 2022 Balancing Discriminability and Transferability for Source-Free Domain Adaptation ICML 2022 Bayesian Invariant Risk Minimization CVPR 2022 Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding CVPR 2022 Certifying Some Distributional Fairness with Subpopulation Decomposition NeurIPS 2022 Chunk-based Nearest Neighbor Machine Translation EMNLP 2022 Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022 Contrastive Adapters for Foundation Model Group Robustness NeurIPS 2022 Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022 Contrastive Test-Time Adaptation CVPR 2022 Cooperative Distribution Alignment via JSD Upper Bound NeurIPS 2022 Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022 Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation CVPR 2022 Cross-Domain Few-Shot Graph Classification AAAI 2022 DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation ACL 2022 Decoupled Adaptation for Cross-Domain Object Detection ICLR 2022 Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-identification AAAI 2022 Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022 DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022 Distribution-Informed Neural Networks for Domain Adaptation Regression NeurIPS 2022 Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NeurIPS 2022 Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification AAAI 2022 DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022 Domain Adaptation for Arabic Crisis Response EMNLP 2022