← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Wide-Context Semantic Image Extrapolation CVPR 2019
Learning Outcomes and Their Relatedness in a Medical Curriculum ACL 2019
Embedding Imputation with Grounded Language Information ACL 2019
Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis CVPR 2019
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping CVPR 2019
d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding CVPR 2019
Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection CVPR 2019
Weakly Supervised Open-Set Domain Adaptation by Dual-Domain Collaboration CVPR 2019
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples CVPR 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019
Sequence Generation: From Both Sides to the Middle IJCAI 2019
Rare Event Detection Using Disentangled Representation Learning CVPR 2019
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network CVPR 2019
Covariate Shift Adaptation on Learning from Positive and Unlabeled Data AAAI 2019
A Comparison on Fine-grained Pre-trained Embeddings for the WMT19Chinese-English News Translation Task ACL 2019
Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning CVPR 2019
Typography With Decor: Intelligent Text Style Transfer CVPR 2019
Improved Precision and Recall Metric for Assessing Generative Models NIPS 2019
A Summarization System for Scientific Documents EMNLP 2019
Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization INTERSPEECH 2019
Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization NIPS 2019
Object landmark discovery through unsupervised adaptation NIPS 2019
Learning Robust Global Representations by Penalizing Local Predictive Power NIPS 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal NIPS 2019
Cross-Domain Transferability of Adversarial Perturbations NIPS 2019