Domain Adaptation

Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NeurIPS 2017 Large-Scale Domain Adaptation via Teacher-Student Learning Interspeech 2017 Learning an Invariant Hilbert Space for Domain Adaptation CVPR 2017 Learning Cross-Modal Deep Representations for Robust Pedestrian Detection CVPR 2017 Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation IJCAI 2017 Learning from Data Heterogeneity: Algorithms and Applications IJCAI 2017 Learning from Networked Examples ALT 2017 Learning From Simulated and Unsupervised Images Through Adversarial Training CVPR 2017 Learning multiple visual domains with residual adapters NeurIPS 2017 Learning Object Interactions and Descriptions for Semantic Image Segmentation CVPR 2017 Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization CVPR 2017 Learning to Pivot with Adversarial Networks NeurIPS 2017 Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017 Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach IJCAI 2017 Learning Video Object Segmentation From Static Images CVPR 2017 Learning with Previously Unseen Features IJCAI 2017 Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification IJCNLP 2017 Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search ACL 2017 MarrNet: 3D Shape Reconstruction via 2.5D Sketches NeurIPS 2017 Matching neural paths: transfer from recognition to correspondence search NeurIPS 2017 Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NeurIPS 2017 Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017 Modifying Amazon’s Alexa ASR Grammar and Lexicon — A Case Study Interspeech 2017 Multi-Instance Learning with Key Instance Shift IJCAI 2017 Multimodal News Article Analysis IJCAI 2017