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Showing 21-38 of 38 projects

OpenGVLab/InternVideo

A video foundation model and dataset for multimodal understanding and video understanding tasks.

2.2K
Stable
Python
Computer Vision
Datasets
PyTorch
#video-understanding#multimodal#foundation-models

divelab/DIG

A Python library for graph deep learning research, focused on 3D graphs, explainable ML, and self-supervised learning.

2.0K
Archived
Python
Graph Neural Network
Graph Databases
Python
#graph-deep-learning#explainable-ml#3d-graph

ChandlerBang/awesome-self-supervised-gnn

A repository of papers on pretraining and self-supervised learning for graph neural networks.

1.7K
Archived
Python
Graph Neural Networks
Graph Databases
Python
#graph-neural-networks#self-supervised-learning#graph-mining

MCG-NJU/VideoMAE

A self-supervised video representation learning model for video understanding tasks.

1.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#video-analysis#video-understanding#self-supervised-learning

vturrisi/solo-learn

A library of self-supervised methods for visual representation learning powered by PyTorch Lightning.

1.6K
Active
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#representation-learning

tinyvision/SOLIDER

A self-supervised learning framework for learning general human representations from unlabeled images.

1.5K
Archived
Python
Computer Vision
Research Papers
PyTorch
#computer-vision#self-supervised-learning#human-representation

pathak22/noreward-rl

This TensorFlow code implements a curiosity-driven exploration algorithm for deep reinforcement learning.

1.5K
Archived
Python
Reinforcement Learning
API Frameworks
TensorFlow
#curiosity#deep-learning#deep-reinforcement-learning

LirongWu/awesome-graph-self-supervised-learning

A library for self-supervised learning on graphs, providing contrastive, generative, and predictive pretext tasks.

1.4K
Archived
Representation Learning
Graph Databases
#graph-neural-networks#self-supervised-learning#pre-training

keyu-tian/SparK

A PyTorch implementation of a BERT-style pretraining method for convolutional networks, enabling more efficient self-supervised learning.

1.4K
Archived
Python
Computer Vision
Fine-tuning
PyTorch
#bert#cnn#convnet

siyuanliii/masa

A self-supervision framework for tracking everything, implemented in Python.

1.4K
Experimental
Python
React
#self-supervision#tracking#segmentation

MoyGcc/vid2avatar

A Python library for 3D human avatar reconstruction from videos using self-supervised scene decomposition.

1.3K
Stable
Python
Computer Vision
#3d-reconstruction#computer-vision#avatar-generation

lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models

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

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

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

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

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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