OpenCodePapers
contrastive-learning-on-imagenet-1k
Contrastive Learning
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Paper
Code
ImageNet Top-1 Accuracy
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ModelName
ReleaseDate
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Matrix Information Theory for Self-Supervised Learning
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73.6
ResNet50
2023-05-27
What Makes for Good Views for Contrastive Learning?
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73
ResNet50
2020-05-20
Improved Baselines with Momentum Contrastive Learning
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71.1
ResNet50
2020-03-09
A Simple Framework for Contrastive Learning of Visual Representations
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69.3
ResNet50
2020-02-13
Prototypical Contrastive Learning of Unsupervised Representations
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67.6
ResNet50 (v2)
2020-05-11
Data-Efficient Image Recognition with Contrastive Predictive Coding
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63.8
ResNet50 (v2)
2019-05-22
Self-Supervised Learning of Pretext-Invariant Representations
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63.6
ResNet50
2019-12-04
Prototypical Contrastive Learning of Unsupervised Representations
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61.5
ResNet50
2020-05-11
Self-labelling via simultaneous clustering and representation learning
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61.5
ResNet50
2019-11-13
Large Scale Adversarial Representation Learning
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61.3
ResNet50 (4×)
2019-07-04
Momentum Contrast for Unsupervised Visual Representation Learning
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60.6
ResNet50
2019-11-13
Local Aggregation for Unsupervised Learning of Visual Embeddings
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60.2
ResNet50
2019-03-29
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
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56.5
ResNet50
2018-05-05
Data-Efficient Image Recognition with Contrastive Predictive Coding
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48.7
ResNet v2 101
2019-05-22