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Domain Adaptation

854 directly classified papers

Papers per year

Papers

A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data AAAI 2021
Sample Selection for Universal Domain Adaptation AAAI 2021
Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion AAAI 2021
Towards Domain Invariant Single Image Dehazing AAAI 2021
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021
DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training AAAI 2021
How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? AAAI 2021
Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation AAAI 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation AAAI 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction ACL 2021
Stance Detection in COVID-19 Tweets ACL 2021
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation ACL 2021
Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021
Visualizing Adapted Knowledge in Domain Transfer CVPR 2021
From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation CVPR 2021
DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation CVPR 2021
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation CVPR 2021
Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification CVPR 2021
Informative and Consistent Correspondence Mining for Cross-Domain Weakly Supervised Object Detection CVPR 2021
Divergence Optimization for Noisy Universal Domain Adaptation CVPR 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening CVPR 2021
Source-Free Domain Adaptation for Semantic Segmentation CVPR 2021
Conditional Bures Metric for Domain Adaptation CVPR 2021
Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021