self-supervised

Star

Here are 123 public repositories matching this topic...

Language:All

Filter by language

All123 Python85 Jupyter Notebook23 Cuda1 Julia1 Lua1 MATLAB1 PHP1 SCSS1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

jason718 /awesome-self-supervised-learning

Star6.4k

A curated list of awesome self-supervised methods

machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning robotics self-supervised

UpdatedJul 3, 2024

timeseriesAI /tsai

Star6k

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

python machine-learning timeseries deep-learning time-series regression cnn pytorch rocket transformer forecasting classification rnn sequential fastai time-series-analysis time-series-classification self-supervised state-of-the-art inceptiontime

UpdatedJul 29, 2025
Jupyter Notebook

OpenGVLab /InternVideo

Star2.2k

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning

UpdatedDec 15, 2025
Python

pathak22 /noreward-rl

Star1.5k

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

mario deep-neural-networks deep-learning tensorflow deep-reinforcement-learning openai-gym doom exploration rl curiosity self-supervised

UpdatedDec 7, 2022
Python

lightly-ai /lightly-train

Star1.3k

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

python machine-learning real-time computer-vision deep-learning pytorch embeddings yolo object-detection pretrained-models semantic-segmentation self-supervised distillation self-supervised-learning contrastive-learning vision-transformer dinov2 rtdetrv2 eomt dinov3

UpdatedFeb 20, 2026
Python

huawei-noah /Efficient-Computing

Star1.3k

Efficient computing methods developed by Huawei Noah's Ark Lab

pruning quantization knowledge-distillation model-compression self-supervised binary-neural-networks

UpdatedNov 5, 2024
Jupyter Notebook

Sense-GVT /DeCLIP

Star675

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

multi-model clip big-model zero-shot self-supervised image-text vision-language-pretraining

UpdatedSep 19, 2022
Python

nianticlabs /manydepth

Star655

[CVPR 2021] Self-supervised depth estimation from short sequences

pytorch cvpr depth-estimation cityscapes kitti monodepth self-supervised self-supervised-learning depths cvpr2021 cost-volumes estimating-depths

UpdatedAug 9, 2023
Python

dev-sungman /Awesome-Self-Supervised-Papers

Star585

Paper bank for Self-Supervised Learning

awesome sota self-supervised self-supervised-learning cvpr2020

UpdatedMar 14, 2023

dddzg /up-detr

Star489

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

detection transformers coco cvpr self-supervised tpami detr cvpr2021

UpdatedJul 19, 2023
Python

astra-vision /SceneRF

Star379

[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"

deep-learning pytorch nerf 3d-reconstruction depth-estimation self-supervised self-supervised-learning scene-reconstruction pytorch-lightning single-image-reconstruction neural-radiance-fields

UpdatedMar 3, 2024
Python

Atcold /pytorch-CortexNet

Star368

PyTorch implementation of the CortexNet predictive model

video deep-learning pytorch predictive-modeling unsupervised-learning self-supervised

UpdatedNov 28, 2018
Jupyter Notebook

Brummi /BehindTheScenes

Star271

Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)

nerf cvpr 3d-reconstruction kitti-dataset depth-estimation kitti depth-prediction self-supervised self-supervised-learning kitti-360 cvpr2023

UpdatedSep 4, 2024
Python

hendrycks /ss-ood

Star270

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

uncertainty robustness self-supervised self-supervised-learning out-of-distribution-detection ml-safety

UpdatedApr 29, 2021
Python

med-air /Endo-FM

Star215

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

video large-scale self-supervised endoscopy pre-train foundation-model miccai2023

UpdatedOct 11, 2025
Python

chao1224 /GraphMVP

Star210

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

graph geometry molecule generative-model self-supervised self-supervised-learning pretraining contrastive-learning

UpdatedSep 20, 2022
Python

Mountchicken /Union14M

Star201

[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective

dataset mae self-supervised scene-text-recognition mmocr union14m

UpdatedNov 1, 2023
Python

XiaohangZhan /conditional-motion-propagation

Star158

Code for our CVPR 2019 work.

deep-learning representation-learning unsupervised-learning self-supervised video-generation self-supervised-learning motion-prediction interactive-annotation

UpdatedJul 19, 2019
Python

svip-lab /Indoor-SfMLearner

Star152

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

pytorch unsupervised-learning nyuv2 indoor pose-estimation depth-estimation self-supervised scannet eccv2020 extract-superpixel

UpdatedNov 7, 2022
Python

zhangyi-3 /IDR

Star131

Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

deep-learning denoising self-supervised

UpdatedJan 16, 2026
Python

Improve this page

Add a description, image, and links to theself-supervised topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with theself-supervised topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly