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unsupervised domain adaptation

442 papers

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Also known as

UDA

Co-occurring keywords

domain adaptation (4595) unsupervised learning (3264) semantic segmentation (3186) transfer learning (5449) adversarial learning (1595) feature alignment (416) domain generalization (1522) contrastive learning (4032) domain shift (318) knowledge distillation (3725)

Papers

f-Domain Adversarial Learning: Theory and Algorithms ICML 2021
Aggregating From Multiple Target-Shifted Sources ICML 2021
Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification IJCAI 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021
Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ICCV 2021
Adversarial Robustness for Unsupervised Domain Adaptation ICCV 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation ICCV 2021
Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds ICCV 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking ICCV 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-Identification ICCV 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation ICCV 2021
Unsupervised Domain Adaptive 3D Detection With Multi-Level Consistency ICCV 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ICCV 2021
Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification INTERSPEECH 2021
Hypothesis Disparity Regularized Mutual Information Maximization AAAI 2021
Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021
Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph Alignment AAAI 2021
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation AAAI 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer AAAI 2021
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation AAAI 2021
A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data AAAI 2021
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation 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