constrastive-learning
There are 12 repositories under constrastive-learning topic.
open-mmlab/mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
sayakpaul/SimCLR-in-TensorFlow-2
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
Optimization-AI/SogCLR
Official implementation of the paper "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance", ICML2022.
kunzhan/DSSN
ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network
vgaraujov/CPC-NLP-PyTorch
Implementation of Contrastive Predictive Coding for Natural Language
ALM-LAB/CALM
CALM (Contrastive Alignment of Language and Music) aligns songs with their natural language description using CLIP (Project for the 1st Sound of AI Hackathon).
YuejiangLIU/semi-simclr
Semi-supervised SimCLR for TTT++
EagleW/Chem-FINESE
Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
sakshamjindal/Face-Matching
Pytorch Implementation of One Shot Learning for Face Recognition
kangchengX/SelfPretrain-SegFinetune
Pre-text pre-training -> image segmentaion pipelines. Utilize contrastive learning and ViT as Encoder. Studied the effects of dataset sizes, dataset similarity and effects of fine-tuning.
timothyckl/ucs
an implementation of unsupervised core-set selection