← Learning Types
Deep Learning › Learning Types ›

Domain Adaptation

854 directly classified papers

Papers per year

Papers

Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation CVPR 2020
Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation CVPR 2020
Learning Invariant Representation for Unsupervised Image Restoration CVPR 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation CVPR 2020
Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-Identification CVPR 2020
DoveNet: Deep Image Harmonization via Domain Verification CVPR 2020
Probability Weighted Compact Feature for Domain Adaptive Retrieval CVPR 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering CVPR 2020
Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020
Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020
One-Shot Domain Adaptation for Face Generation CVPR 2020
Progressive Adversarial Networks for Fine-Grained Domain Adaptation CVPR 2020
Domain Adaptation for Image Dehazing CVPR 2020
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020
Unsupervised Intra-Domain Adaptation for Semantic Segmentation Through Self-Supervision CVPR 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering EMNLP 2020
We Can Detect Your Bias: Predicting the Political Ideology of News Articles EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020