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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Transfer Anomaly Detection by Inferring Latent Domain Representations NIPS 2019
Dual Variational Generation for Low Shot Heterogeneous Face Recognition NIPS 2019
Multi-marginal Wasserstein GAN NIPS 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue NIPS 2019
Multi-source Domain Adaptation for Semantic Segmentation NIPS 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment NIPS 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019
DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval AAAI 2019
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation AAAI 2019
Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation 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
CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions AAAI 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019
Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019
Domain Adaptation of SRL Systems for Biological Processes ACL 2019
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation ACL 2019
Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks ACL 2019
SParC: Cross-Domain Semantic Parsing in Context ACL 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019
Domain Adaptive Dialog Generation via Meta Learning ACL 2019
Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title Generation ACL 2019
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019