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Methodology
← Learning Types
Deep Learning
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Learning Types
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Self-Supervised Learning
2959 directly classified papers
Papers per year
2006: 3
2007: 1
2008: 2
2009: 3
2010: 1
2011: 3
2012: 5
2013: 5
2014: 8
2015: 9
2016: 15
2017: 23
2018: 59
2019: 146
2020: 289
2021: 389
2022: 485
2023: 547
2024: 445
2025: 502
2026: 19
Papers
Generative-Discriminative Feature Representations for Open-Set Recognition
CVPR 2020
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild
CVPR 2020
Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection
CVPR 2020
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning
CVPR 2020
Noisier2Noise: Learning to Denoise From Unpaired Noisy Data
CVPR 2020
Telling Left From Right: Learning Spatial Correspondence of Sight and Sound
CVPR 2020
Noise-Aware Fully Webly Supervised Object Detection
CVPR 2020
Semi-Supervised Semantic Image Segmentation With Self-Correcting Networks
CVPR 2020
Self-Supervised Learning of Video-Induced Visual Invariances
CVPR 2020
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions
CVPR 2020
Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection
CVPR 2020
Learning Selective Self-Mutual Attention for RGB-D Saliency Detection
CVPR 2020
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation
CVPR 2020
Visual Commonsense R-CNN
CVPR 2020
Look-Into-Object: Self-Supervised Structure Modeling for Object Recognition
CVPR 2020
Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation
CVPR 2020
Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation
CVPR 2020
Just Go With the Flow: Self-Supervised Scene Flow Estimation
CVPR 2020
Density-Based Clustering for 3D Object Detection in Point Clouds
CVPR 2020
Visual Chirality
CVPR 2020
End-to-End Learning of Visual Representations From Uncurated Instructional Videos
CVPR 2020
Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation
CVPR 2020
Understanding Human Hands in Contact at Internet Scale
CVPR 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning
AAAI 2020
Weakly Supervised Fine-Grained Image Classification via Guassian Mixture Model Oriented Discriminative Learning
CVPR 2020
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