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Domain Adaptation

183 directly classified papers

Papers per year

Papers

Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation CVPR 2019
Learning to Adapt for Stereo CVPR 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019
Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs CVPR 2019
Weakly Supervised Open-Set Domain Adaptation by Dual-Domain Collaboration CVPR 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification CVPR 2019
Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019
Transferable Curriculum for Weakly-Supervised Domain Adaptation AAAI 2019
Unsupervised Domain Adaptation Based on Source-Guided Discrepancy AAAI 2019
A Multi-Platform Annotation Ecosystem for Domain Adaptation ACL 2019
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models ACL 2019
Cross-Domain NER using Cross-Domain Language Modeling ACL 2019
Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations AAAI 2019
Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis EMNLP 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis EMNLP 2019
Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019
Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation ACL 2018
Named-Entity Tagging and Domain adaptation for Better Customized Translation ACL 2018
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples ACL 2018
A mostly unlexicalized model for recognizing textual entailment EMNLP 2018
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018
Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR 2018