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Methodology
← Learning Types
Deep Learning
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Learning Types
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Domain Adaptation
854 directly classified papers
Papers per year
2006: 1
2010: 1
2011: 1
2012: 1
2013: 6
2014: 3
2015: 3
2016: 8
2017: 16
2018: 39
2019: 95
2020: 124
2021: 129
2022: 114
2023: 119
2024: 121
2025: 73
Papers
Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation
CVPR 2020
Structure Preserving Generative Cross-Domain Learning
CVPR 2020
Regularizing CNN Transfer Learning With Randomised Regression
CVPR 2020
Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning
CVPR 2020
Train in Germany, Test in the USA: Making 3D Object Detectors Generalize
CVPR 2020
Disparity-Aware Domain Adaptation in Stereo Image Restoration
CVPR 2020
Multi-Path Learning for Object Pose Estimation Across Domains
CVPR 2020
Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification
CVPR 2020
Cross-Modal Cross-Domain Moment Alignment Network for Person Search
CVPR 2020
Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation
CVPR 2020
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification
AAAI 2020
Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild
AAAI 2020
Multi-Spectral Vehicle Re-Identification: A Challenge
AAAI 2020
Domain Conditioned Adaptation Network
AAAI 2020
OVL: One-View Learning for Human Retrieval
AAAI 2020
Multimodal Structure-Consistent Image-to-Image Translation
AAAI 2020
Adversarial Cross-Domain Action Recognition with Co-Attention
AAAI 2020
Optimal Feature Transport for Cross-View Image Geo-Localization
AAAI 2020
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification
AAAI 2020
Recognizing Instagram Filtered Images with Feature De-Stylization
AAAI 2020
Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification
AAAI 2020
An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation
AAAI 2020
Multi-Source Distilling Domain Adaptation
AAAI 2020
Improving Document-Level Neural Machine Translation with Domain Adaptation
ACL 2020
Unsupervised Domain Clusters in Pretrained Language Models
ACL 2020
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