OpenMMLab Pre-training Toolbox and Benchmark
-
Updated
May 7, 2024 - Python
OpenMMLab Pre-training Toolbox and Benchmark
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
Official implementation of the paper "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance", ICML2022.
Implementation of Contrastive Predictive Coding for Natural Language
Semi-supervised SimCLR for TTT++
ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network
Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
an implementation of unsupervised core-set selection
CALM (Contrastive Alignment of Language and Music) aligns songs with their natural language description using CLIP (Project for the 1st Sound of AI Hackathon).
Pytorch Implementation of One Shot Learning for Face Recognition
Add a description, image, and links to the constrastive-learning topic page so that developers can more easily learn about it.
To associate your repository with the constrastive-learning topic, visit your repo's landing page and select "manage topics."