Domain Adaptation

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019 Transfer Learning via Minimizing the Performance Gap Between Domains NeurIPS 2019 Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019 Transfer-Representation Learning for Detecting Spoofing Attacks with Converted and Synthesized Speech in Automatic Speaker Verification System Interspeech 2019 Transfusion: Understanding Transfer Learning for Medical Imaging NeurIPS 2019 Translate-to-Recognize Networks for RGB-D Scene Recognition CVPR 2019 TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019 Typography With Decor: Intelligent Text Style Transfer CVPR 2019 UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation ICCV 2019 UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution SemEval 2019 Universal Domain Adaptation CVPR 2019 Universal Semi-Supervised Semantic Segmentation ICCV 2019 Unraveling the Search Space of Abusive Language in Wikipedia with Dynamic Lexicon Acquisition EMNLP 2019 Unsupervised Adaptation with Adversarial Dropout Regularization for Robust Speech Recognition Interspeech 2019 Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification CoNLL 2019 Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize AAAI 2019 Unsupervised Domain Adaptation Based on Source-Guided Discrepancy AAAI 2019 Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations AAAI 2019 Unsupervised Domain Adaptation for Distance Metric Learning ICLR 2019 Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP 2019 Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning CVPR 2019 Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019 Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019 Unsupervised Domain Adaptation via Regularized Conditional Alignment ICCV 2019 Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization CVPR 2019