OpenMMLab Pre-training Toolbox and Benchmark
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Updated
Jun 13, 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++
Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network
CALM (Contrastive Alignment of Language and Music) aligns songs with their natural language description using CLIP (Project for the 1st Sound of AI Hackathon).
an implementation of unsupervised core-set selection
Pytorch Implementation of One Shot Learning for Face Recognition
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