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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

Enhancing Domain Adaptation through Prompt Gradient Alignment NIPS 2024
Robust Source-Free Domain Adaptation for Fundus Image Segmentation WACV 2024
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024
Source-Guided Similarity Preservation for Online Person Re-Identification WACV 2024
Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework AAAI 2024
On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning AAAI 2024
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection CVPR 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning ICCV 2023
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing WACV 2023
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing WACV 2023
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions WACV 2023
Empirical Generalization Study: Unsupervised Domain Adaptation vs. Domain Generalization Methods for Semantic Segmentation in the Wild WACV 2023
Exploiting Instance-Based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-Adaptive Action Detection WACV 2023
GeoNet: Benchmarking Unsupervised Adaptation Across Geographies CVPR 2023
Towards Online Domain Adaptive Object Detection WACV 2023
High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023
SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation AAAI 2023
Domain Adaptation with Adversarial Training on Penultimate Activations AAAI 2023
SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation AAAI 2023
CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection WACV 2023
Guiding Pseudo-Labels With Uncertainty Estimation for Source-Free Unsupervised Domain Adaptation CVPR 2023
SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023
Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation ICCV 2023