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Machine Learning
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Domain Adaptation
8656 directly classified papers
Papers per year
2003: 1
2004: 2
2006: 11
2007: 9
2008: 8
2009: 13
2010: 14
2011: 16
2012: 16
2013: 44
2014: 32
2015: 44
2016: 126
2017: 203
2018: 378
2019: 662
2020: 726
2021: 1006
2022: 964
2023: 1217
2024: 1326
2025: 1387
2026: 451
Papers
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
ICML 2019
Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation
ICML 2019
On Learning Invariant Representations for Domain Adaptation
ICML 2019
Learning Classifiers for Target Domain with Limited or No Labels
ICML 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling
IJCAI 2019
Neural Separation of Observed and Unobserved Distributions
ICML 2019
Hierarchical Representation Learning for Bipartite Graphs
IJCAI 2019
ClothFlow: A Flow-Based Model for Clothed Person Generation
ICCV 2019
Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer
ICCV 2019
Self-Training With Progressive Augmentation for Unsupervised Cross-Domain Person Re-Identification
ICCV 2019
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection
ICCV 2019
Image Generation From Small Datasets via Batch Statistics Adaptation
ICCV 2019
Domain Adaptation for Semantic Segmentation With Maximum Squares Loss
ICCV 2019
Bidirectional One-Shot Unsupervised Domain Mapping
ICCV 2019
Bridging the Domain Gap for Ground-to-Aerial Image Matching
ICCV 2019
Instance-Guided Context Rendering for Cross-Domain Person Re-Identification
ICCV 2019
Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System
NAACL 2019
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modelling
NAACL 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation
ICCV 2019
Cluster Alignment With a Teacher for Unsupervised Domain Adaptation
ICCV 2019
Cross-Domain Adaptation for Animal Pose Estimation
ICCV 2019
PuppetGAN: Cross-Domain Image Manipulation by Demonstration
ICCV 2019
Learning Across Tasks and Domains
ICCV 2019
Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise
AAAI 2019
Transductive Zero-Shot Learning via Visual Center Adaptation
AAAI 2019
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