contrastive-learning topic

List contrastive-learning repositories

PromCSE

131
Stars
15
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Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"

TS-TCC

319
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95
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[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

solo-learn

1.4k
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178
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solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

quaterion

627
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44
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Blazing fast framework for fine-tuning similarity learning models

Unsupervised-Classification

1.3k
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268
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SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

similarity

1.0k
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106
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TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

pytorch-metric-learning

5.8k
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655
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The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

simclr

4.0k
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623
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SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

lightly

2.8k
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246
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A python library for self-supervised learning on images.

OWOD

1.0k
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154
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(CVPR 2021 Oral) Open World Object Detection