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Domain Adaptation

1154 directly classified papers

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Papers

Seeking Similarities Over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection ICCV 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation ICCV 2021
Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021
Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021
Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency ICCV 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization ICCV 2021
Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021
Information-Theoretic Regularization for Multi-Source Domain Adaptation ICCV 2021
Domain adaptation under structural causal models JMLR 2021
Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs JMLR 2021
Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021
Sparse-to-Dense Feature Matching: Intra and Inter Domain Cross-Modal Learning in Domain Adaptation for 3D Semantic Segmentation ICCV 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ICCV 2021
Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021
Testing Using Privileged Information by Adapting Features With Statistical Dependence ICCV 2021
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021
Designing Transportable Experiments Under S-admissability AISTATS 2021
Counterfactual Representation Learning with Balancing Weights AISTATS 2021
Pareto Domain Adaptation NIPS 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Recovering Latent Causal Factor for Generalization to Distributional Shifts NIPS 2021
An Information-theoretic Approach to Distribution Shifts NIPS 2021
Federated Graph Classification over Non-IID Graphs NIPS 2021
Training and Domain Adaptation for Supervised Text Segmentation EACL 2021