Domain Adaptation

Learning to Manipulate Deformable Objects without Demonstrations RSS 2020 Learning to Transfer: Unsupervised Domain Translation via Meta-Learning AAAI 2020 Learning with Feature and Distribution Evolvable Streams ICML 2020 LEGAL-BERT: The Muppets straight out of Law School EMNLP 2020 Length- and Noise-Aware Training Techniques for Short-Utterance Speaker Recognition Interspeech 2020 Leveraging Title-Abstract Attentive Semantics for Paper Recommendation AAAI 2020 Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020 LIMSI @ WMT 2020 EMNLP 2020 Listening to Sounds of Silence for Speech Denoising NeurIPS 2020 Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract) AAAI 2020 Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization EMNLP 2020 Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment NeurIPS 2020 LSM: Learning Subspace Minimization for Low-Level Vision CVPR 2020 LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020 Mama/Papa, Is this Text for Me? COLING 2020 Margin-aware Adversarial Domain Adaptation with Optimal Transport ICML 2020 Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020 Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Interspeech 2020 Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation ICML 2020 MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment CVPR 2020 Meta-Learning without Memorization ICLR 2020 MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation AAAI 2020 MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures NeurIPS 2020 Metric Learning in Optimal Transport for Domain Adaptation IJCAI 2020 Metric Learning Loss Functions to Reduce Domain Mismatch in the x-Vector Space for Language Recognition Interspeech 2020