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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Towards Inheritable Models for Open-Set Domain Adaptation CVPR 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation CVPR 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection CVPR 2020
Open Compound Domain Adaptation CVPR 2020
RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real CVPR 2020
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
Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation CVPR 2020
Unsupervised Model Personalization While Preserving Privacy and Scalability: An Open Problem CVPR 2020
Learning Invariant Representation for Unsupervised Image Restoration CVPR 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020
Train in Germany, Test in the USA: Making 3D Object Detectors Generalize CVPR 2020
Disparity-Aware Domain Adaptation in Stereo Image Restoration CVPR 2020
Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification CVPR 2020
Cross-Modal Cross-Domain Moment Alignment Network for Person Search CVPR 2020
Adversarial Deep Network Embedding for Cross-Network Node Classification AAAI 2020
Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data AAAI 2020
Regularized Wasserstein Means for Aligning Distributional Data AAAI 2020
Stable Learning via Sample Reweighting AAAI 2020
Discriminative Adversarial Domain Adaptation AAAI 2020
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling AAAI 2020
Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis AAAI 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits AAAI 2020
Fine-Grained Entity Typing for Domain Independent Entity Linking AAAI 2020