align_uniform

Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere".

MIT License

Stars
430
View Code on GitHub Visit Website View on X
Ecosystems: Python

Issue Statistics

Past Year

All Time

Total Pull Requests
0
0
Merged Pull Requests
0
0
Total Issues
2
11
Time to Close Issues
about 3 hours
2 months
Related Projects
similarity

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

15 Jun 2020 1,009
CMC

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

13 Jun 2019 1,279
x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent ...

01 Dec 2021 686
SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

08 May 2020 3,074
LearningToCompare_FSL

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Fe...

28 Mar 2018 1,044
SegLossOdyssey

A collection of loss functions for medical image segmentation

30 May 2019 3,677
contrastive-learner

A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network

28 Apr 2020 119
AlignScore

ACL2023 - AlignScore, a metric for factual consistency evaluation.

24 May 2023 99
gap-contrastive-and-supervised-losses

#ICML2022 Experimental codes of "On the Surrogate Gap between Contrastive and Supervised Losses"

23 May 2022 8
Robust-Prefix-Tuning

code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification

13 Mar 2022 16
byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in ...

16 Jun 2020 1,687
UGATIT

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with...

26 Jul 2019 6,169
Align

Align, a general text alignment function

03 Jun 2023 8
DenseCL

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

02 Mar 2021 541
unsupervised-metrics

Library for experimenting with state-of-the-art evaluation metrics like UScore

27 Dec 2020 11