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Machine Learning
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Application Areas
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Domain Adaptation
8,656 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
Geometric Unsupervised Domain Adaptation for Semantic Segmentation
ICCV 2021
Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective
ICCV 2021
Cross-Camera Convolutional Color Constancy
ICCV 2021
CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis
ICCV 2021
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning
ICCV 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation
ICCV 2021
Real-World Video Super-Resolution: A Benchmark Dataset and a Decomposition Based Learning Scheme
ICCV 2021
From General to Specific: Informative Scene Graph Generation via Balance Adjustment
ICCV 2021
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation
ICCV 2021
Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images
ICCV 2021
Deep Symmetric Network for Underexposed Image Enhancement With Recurrent Attentional Learning
ICCV 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-Identification
ICCV 2021
Big Self-Supervised Models Advance Medical Image Classification
ICCV 2021
TransferI2I: Transfer Learning for Image-to-Image Translation From Small Datasets
ICCV 2021
SynFace: Face Recognition With Synthetic Data
ICCV 2021
NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models
ICCV 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation
ICCV 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation
ICCV 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction
ICCV 2021
Generalized Source-Free Domain Adaptation
ICCV 2021
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
ICCV 2021
Sensor-Guided Optical Flow
ICCV 2021
GistNet: A Geometric Structure Transfer Network for Long-Tailed Recognition
ICCV 2021
Personalized Image Semantic Segmentation
ICCV 2021
Boosting the Generalization Capability in Cross-Domain Few-Shot Learning via Noise-Enhanced Supervised Autoencoder
ICCV 2021
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