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Domain Adaptation

1154 directly classified papers

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Papers

Transferable Semantic Augmentation for Domain Adaptation CVPR 2021
Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021
Generalised Lipschitz Regularisation Equals Distributional Robustness ICML 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation ICML 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
ZeroScatter: Domain Transfer for Long Distance Imaging and Vision Through Scattering Media CVPR 2021
Generalized Domain Adaptation CVPR 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors CVPR 2021
Re-Energizing Domain Discriminator With Sample Relabeling for Adversarial Domain Adaptation ICCV 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021
Towards Domain Invariant Single Image Dehazing AAAI 2021
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation WACV 2021
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement WACV 2021
Towards Fair Cross-Domain Adaptation via Generative Learning WACV 2021
Task-Assisted Domain Adaptation With Anchor Tasks WACV 2021
Object Recognition With Continual Open Set Domain Adaptation for Home Robot WACV 2021
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation WACV 2021
Fine-Grained Foreground Retrieval via Teacher-Student Learning WACV 2021
ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer WACV 2021
Domain Impression: A Source Data Free Domain Adaptation Method WACV 2021