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Methodology
← Learning Types
Machine Learning
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Learning Types
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Semi-Supervised Learning
2986 directly classified papers
Papers per year
2003: 1
2005: 1
2006: 17
2007: 15
2008: 14
2009: 19
2010: 16
2011: 13
2012: 20
2013: 47
2014: 29
2015: 39
2016: 71
2017: 109
2018: 147
2019: 285
2020: 310
2021: 406
2022: 362
2023: 464
2024: 301
2025: 225
2026: 75
Papers
N-ImageNet: Towards Robust, Fine-Grained Object Recognition With Event Cameras
ICCV 2021
Transformation Invariant Few-Shot Object Detection
CVPR 2021
A Machine Teaching Framework for Scalable Recognition
ICCV 2021
Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets
CVPR 2021
Semi-Supervised Action Recognition With Temporal Contrastive Learning
CVPR 2021
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation
CVPR 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation
CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier
CVPR 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification
CVPR 2021
Humble Teachers Teach Better Students for Semi-Supervised Object Detection
CVPR 2021
PIAP-DF: Pixel-Interested and Anti Person-Specific Facial Action Unit Detection Net With Discrete Feedback Learning
ICCV 2021
Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection
CVPR 2021
CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning
CVPR 2021
Adaptive Consistency Regularization for Semi-Supervised Transfer Learning
CVPR 2021
More Photos Are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval
CVPR 2021
Image Change Captioning by Learning From an Auxiliary Task
CVPR 2021
Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency
CVPR 2021
Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time
CVPR 2021
Semi-Supervised Domain Adaptation Based on Dual-Level Domain Mixing for Semantic Segmentation
CVPR 2021
Learning Graphs for Knowledge Transfer With Limited Labels
CVPR 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction
CVPR 2021
Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection
CVPR 2021
Points As Queries: Weakly Semi-Supervised Object Detection by Points
CVPR 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling
EACL 2021
Semi-Supervised Video Deraining With Dynamical Rain Generator
CVPR 2021
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