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asheeshcric/awesome-contrastive-self-supervised-learning

A comprehensive list of contrastive self-supervised learning papers for machine learning researchers.

1.3K
Archived
Representation Learning
Tutorials & Courses
#machine-learning#deep-learning#transfer-learning

huawei-noah/Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab for model compression and optimization.

1.3K
Archived
Jupyter Notebook
Model Compression
Quantization
#model-compression#quantization#pruning

Tebmer/Awesome-Knowledge-Distillation-of-LLMs

A comprehensive survey on knowledge distillation techniques for large language models.

1.3K
Experimental
LLM Frameworks
Tutorials & Courses
#knowledge-distillation#large-language-model#survey

facebookresearch/simsiam

A PyTorch implementation of the SimSiam self-supervised learning algorithm, useful for AI and ML developers.

1.2K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#self-supervised-learning#computer-vision#feature-extraction

roomylee/awesome-relation-extraction

A curated list of resources for relation extraction, a key NLP task, useful for vibe coders.

1.2K
Archived
NLP
Tutorials & Courses
#relation-extraction#natural-language-processing#machine-learning

open-edge-platform/training_extensions

Train, evaluate, optimize, and deploy computer vision models with OpenVINO, a toolkit for accelerating deep learning on edge devices.

1.2K
Active
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#openvino#deep-learning

google-research/fixmatch

A simple semi-supervised learning method with limited data, useful for AI/ML developers.

1.2K
Archived
Python
Fine-tuning
Inference
Python
#machine-learning#computer-vision#semi-supervised-learning

google-research/mixmatch

A Python library for semi-supervised learning, focused on improving model performance with limited labeled data.

1.1K
Archived
Python
LLM Frameworks
API Frameworks
Python
#semi-supervised-learning#machine-learning#data-augmentation

kraken-php/framework

A fault-tolerant, asynchronous PHP framework for building distributed applications and microservices.

1.1K
Archived
PHP
API Frameworks
CLI Tools
PHP
#async#fault-tolerance#microservices

PaddlePaddle/PaddleHelix

A bio-computing platform for large-scale representation learning and multi-task deep learning on molecular and biological data.

1.1K
Stable
Python
Machine Learning
Databases
Python
#biocomputing#representation-learning#deep-learning

VITA-Group/EnlightenGAN

EnlightenGAN is an AI-powered image enhancement tool that can brighten low-light images without requiring paired supervision.

1.1K
Archived
Python
Computer Vision
Generative Adversarial Networks
PyTorch
#gan#low-light-enhancement#computer-vision

chengtan9907/OpenSTL

A comprehensive benchmark for spatio-temporal predictive learning, with a focus on AI-powered weather forecasting and video prediction.

1.1K
Stable
Python
Computer Vision
Predictive Learning
PyTorch
#weather-forecasting#video-prediction#self-supervised-learning

ddlBoJack/emotion2vec

Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

1.1K
Archived
Python
Speech Emotion Recognition
API Frameworks
PyTorch
#speech-emotion-recognition#self-supervised-learning#feature-extraction

GANs-in-Action/gans-in-action

A companion repository for the book 'GANs in Action: Deep learning with Generative Adversarial Networks'.

1.0K
Experimental
Jupyter Notebook
GANs
#ai#artificial-intelligence#deep-learning

openai/supervised-reptile

A research paper on first-order meta-learning algorithms, with associated code in JavaScript.

1.0K
Archived
JavaScript
LLM Frameworks
Paper
#machine-learning#research#meta-learning

microsoft/SimMIM

An open-source implementation of the SimMIM framework for self-supervised masked image modeling.

1.0K
Archived
Python
Computer Vision
Self-Supervised Learning
Python
#image-classification#masked-image-modeling#swin-transformer

wpeebles/gangealing

Official PyTorch implementation of a CVPR 2022 paper on GAN-supervised dense visual alignment.

1.0K
Archived
Python
Computer Vision
Deep Learning
PyTorch
#computer-vision#image-manipulation#correspondence

Minqi824/ADBench

Official implementation of the ADBench anomaly detection benchmark for machine learning models

1.0K
Active
Python
Anomaly Detection
Benchmark
Python
#anomaly-detection#benchmark#data-mining

AngeLouCN/Min_Max_Similarity

A contrastive learning-based semi-supervised medical image segmentation network for surgical tools and video analysis.

1.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#contrastive-learning#medical-image-segmentation#video-segmentation

facebookresearch/barlowtwins

PyTorch implementation of Barlow Twins, a self-supervised learning technique for computer vision tasks.

1.0K
Archived
Python
Computer Vision
ML Ops
PyTorch
#self-supervised-learning#computer-vision#mlops
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