Domain Adaptation

Adaptive Nearest Neighbor Machine Translation ACL 2021 Adaptive Risk Minimization: Learning to Adapt to Domain Shift NeurIPS 2021 AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021 AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching CVPR 2021 A Dataset and Baselines for Multilingual Reply Suggestion ACL 2021 Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation AAAI 2021 A Discriminative Technique for Multiple-Source Adaptation ICML 2021 Adversarial Attacks on Multi-Agent Communication ICCV 2021 Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation WACV 2021 Adversarial Feature Desensitization NeurIPS 2021 Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification ICLR 2021 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition AAAI 2021 Adversarial Reinforcement Learning for Unsupervised Domain Adaptation WACV 2021 Adversarial Reweighting for Partial Domain Adaptation NeurIPS 2021 Adversarial Robustness for Unsupervised Domain Adaptation ICCV 2021 Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021 Adversarial Unsupervised Domain Adaptation With Conditional and Label Shift: Infer, Align and Iterate ICCV 2021 A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing ACL 2021 A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives EMNLP 2021 A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021 A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data AAAI 2021 AgeFlow: Conditional Age Progression and Regression with Normalizing Flows IJCAI 2021 Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning Interspeech 2021 Aggregating From Multiple Target-Shifted Sources ICML 2021 A kernel two-sample test with selection bias UAI 2021