OpenMMLab Pre-training Toolbox and Benchmark

• UpdatedNov 1, 2024
• Python

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

• UpdatedApr 6, 2021
• Jupyter Notebook

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

• UpdatedDec 8, 2025
• Python

Stochastic Optimization for Global Contrastive Learning without Large Mini-batches

• UpdatedMar 31, 2023
• Python

ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network

• UpdatedAug 2, 2023
• Python

HSTU-BLaIR: Lightweight Contrastive Text Embedding for Generative Recommender 🌱

• UpdatedJul 4, 2025
• Python

CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval

• UpdatedJun 27, 2025
• Jupyter Notebook

Implementation of Contrastive Predictive Coding for Natural Language

• UpdatedSep 16, 2020
• Python

CALM (Contrastive Alignment of Language and Music) aligns songs with their natural language description using CLIP (Project for the 1st Sound of AI Hackathon).

• UpdatedDec 13, 2022
• Python

Semi-supervised SimCLR for TTT++

• UpdatedFeb 14, 2022
• Python

Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction

• UpdatedMar 18, 2024
• Python

Pytorch Implementation of One Shot Learning for Face Recognition

• UpdatedDec 18, 2019
• Jupyter Notebook

Foundation model for MHC class I peptide binding prediction built on deep contrastive learning.

• UpdatedOct 22, 2025
• Python

• UpdatedDec 9, 2022
• Jupyter Notebook

an implementation of unsupervised core-set selection

• UpdatedApr 7, 2024
• Python

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.

• UpdatedOct 24, 2024
• Jupyter Notebook