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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

Cooperative Distribution Alignment via JSD Upper Bound NIPS 2022
Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-identification AAAI 2022
SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection WACV 2022
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation WACV 2022
Dual-Head Contrastive Domain Adaptation for Video Action Recognition WACV 2022
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022
Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation WACV 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps IJCNLP 2022
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation CVPR 2022
UDA-COPE: Unsupervised Domain Adaptation for Category-Level Object Pose Estimation CVPR 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains NIPS 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Multi-Level Attentive Adversarial Learning With Temporal Dilation for Unsupervised Video Domain Adaptation WACV 2022
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection Using Meta-Learning WACV 2022
Contrastive Test-Time Adaptation CVPR 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NIPS 2022
Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries WACV 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022
Confidence Score for Source-Free Unsupervised Domain Adaptation ICML 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022