contrastive-learning topic
PromCSE
Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"
TS-TCC
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
quaterion
Blazing fast framework for fine-tuning similarity learning models
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
lightly
A python library for self-supervised learning on images.
OWOD
(CVPR 2021 Oral) Open World Object Detection