Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere".
MIT License
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
A concise but complete implementation of CLIP with various experimental improvements from recent ...
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Fe...
A collection of loss functions for medical image segmentation
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
ACL2023 - AlignScore, a metric for factual consistency evaluation.
#ICML2022 Experimental codes of "On the Surrogate Gap between Contrastive and Supervised Losses"
code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in ...
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with...
Align, a general text alignment function
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
Library for experimenting with state-of-the-art evaluation metrics like UScore