Domain Adaptation

Domain-Symmetric Networks for Adversarial Domain Adaptation CVPR 2019 d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding CVPR 2019 Dual Variational Generation for Low Shot Heterogeneous Face Recognition NeurIPS 2019 Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019 Exploring Object Relation in Mean Teacher for Cross-Domain Detection CVPR 2019 Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention EMNLP 2019 Few-Shot Adaptive Faster R-CNN CVPR 2019 GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation CVPR 2019 Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation CVPR 2019 Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild CVPR 2019 Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019 Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019 Hierarchical Optimal Transport for Multimodal Distribution Alignment NeurIPS 2019 Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019 Improved Generalization of Arabic Text Classifiers ACL 2019 Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019 Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019 Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification CVPR 2019 Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019 Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019 Learning Robust Global Representations by Penalizing Local Predictive Power NeurIPS 2019 Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach CVPR 2019 Learning to Adapt for Stereo CVPR 2019 Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification CVPR 2019 Learning to Transfer Examples for Partial Domain Adaptation CVPR 2019