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GitHub topics: constrastive-learning

open-mmlab/mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

Language: Python - Size: 13.5 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 3,676 - Forks: 1,091

Shriyaak/YOLOv5-Object-Detection-for-Autonomous-Vehicles

A semi-supervised object detection system for autonomous driving, built on YOLOv5 to classify Cars, Trucks, Vans, and Miscellaneous vehicles with minimal labeled data.

Language: Python - Size: 1.43 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

kunzhan/DSSN

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

Language: Python - Size: 2.1 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 1

HySonLab/BioMedKG

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

Language: Python - Size: 1.28 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

sayakpaul/SimCLR-in-TensorFlow-2

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

Language: Jupyter Notebook - Size: 91.9 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 90 - Forks: 21

kangchengX/SelfPretrain-SegFinetune Fork of HanchengZuo/Self-supervised_pretraining_for_segmentation

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.

Language: Jupyter Notebook - Size: 44.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

timothyckl/ucs

an implementation of unsupervised core-set selection

Language: Python - Size: 35.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

EagleW/Chem-FINESE

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

Language: Python - Size: 1.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

vgaraujov/CPC-NLP-PyTorch

Implementation of Contrastive Predictive Coding for Natural Language

Language: Python - Size: 378 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 3

Optimization-AI/SogCLR

Official implementation of the paper "Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance", ICML2022.

Language: Python - Size: 1000 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4

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).

Language: Python - Size: 765 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

YuejiangLIU/semi-simclr

Semi-supervised SimCLR for TTT++

Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2

sakshamjindal/Face-Matching

Pytorch Implementation of One Shot Learning for Face Recognition

Language: Jupyter Notebook - Size: 5.06 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 0