Domain Adaptation

Illinois Japanese ↔ English News Translation for WMT 2021 EMNLP 2021 Implicit Semantic Response Alignment for Partial Domain Adaptation NeurIPS 2021 Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021 Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021 Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection CVPR 2021 Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation CVPR 2021 Integrated Latent Heterogeneity and Invariance Learning in Kernel Space NeurIPS 2021 Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021 Joint Color-irrelevant Consistency Learning and Identity-aware Modality Adaptation for Visible-infrared Cross Modality Person Re-identification AAAI 2021 JuriBERT: A Masked-Language Model Adaptation for French Legal Text EMNLP 2021 Keypoint-Graph-Driven Learning Framework for Object Pose Estimation CVPR 2021 Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021 Learning Kernel-Smoothed Machine Translation with Retrieved Examples EMNLP 2021 Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation CVPR 2021 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021 MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation CVPR 2021 MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation CVPR 2021 Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation AAAI 2021 Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021 Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters EMNLP 2021 Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021 NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis EMNLP 2021 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP 2021 Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers ICLR 2021