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Domain Adaptation

854 directly classified papers

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Papers

Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022
I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors CVPR 2021
Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021
Dual Distribution Alignment Network for Generalizable Person Re-Identification AAAI 2021
Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021
Frequency Consistent Adaptation for Real World Super Resolution AAAI 2021
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation AAAI 2021
Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder AAAI 2021
Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection AAAI 2021
Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021
Demodalizing Face Recognition with Synthetic Samples AAAI 2021
Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment AAAI 2021
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation AAAI 2021
Joint Color-irrelevant Consistency Learning and Identity-aware Modality Adaptation for Visible-infrared Cross Modality Person Re-identification AAAI 2021
Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation AAAI 2021
Time Series Domain Adaptation via Sparse Associative Structure Alignment AAAI 2021
Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment AAAI 2021
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation AAAI 2021
Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021
Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer AAAI 2021
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation AAAI 2021