Domain Adaptation

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018 Unsupervised Domain Adaptation With Similarity Learning CVPR 2018 Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation ACML 2018 Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study EMNLP 2018 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018 User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks Interspeech 2018 Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution EMNLP 2018 Virtual-to-Real: Learning to Control in Visual Semantic Segmentation IJCAI 2018 Visual Question Answering With Memory-Augmented Networks CVPR 2018 Visual Speech Enhancement Interspeech 2018 VITON: An Image-Based Virtual Try-On Network CVPR 2018 Voice Analysis Using Acoustic and Throat Microphones for Speech Therapy Interspeech 2018 Wavelet Transform Based Mel-scaled Features for Acoustic Scene Classification Interspeech 2018 What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018 Word-based Domain Adaptation for Neural Machine Translation EMNLP 2018 Word-Level Loss Extensions for Neural Temporal Relation Classification COLING 2018 ZCU-NTIS Speaker Diarization System for the DIHARD 2018 Challenge Interspeech 2018 Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR 2018 A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation CVPR 2017 A Convolutional Approach for Misinformation Identification IJCAI 2017 Active Learning for Cost-Sensitive Classification ICML 2017 Active Sentiment Domain Adaptation ACL 2017 Adapting Deep Network Features to Capture Psychological Representations: An Abridged Report IJCAI 2017 Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017 Adversarial Adaptation of Synthetic or Stale Data ACL 2017