Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: self-supervised-learning

THU-DA-6D-Pose-Group/self6dpp

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.

Language: Python - Size: 2.24 MB - Last synced: about 3 hours ago - Pushed: about 4 hours ago - Stars: 81 - Forks: 9

ruiwang2021/mvd

[CVPR2023] Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning (https://arxiv.org/abs/2212.04500)

Language: Python - Size: 477 KB - Last synced: about 5 hours ago - Pushed: 12 months ago - Stars: 90 - Forks: 9

szq0214/Un-Mix

Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.

Language: Python - Size: 3.58 MB - Last synced: about 5 hours ago - Pushed: almost 2 years ago - Stars: 148 - Forks: 14

Haochen-Wang409/DropPos

[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

Language: Python - Size: 968 KB - Last synced: about 5 hours ago - Pushed: 13 days ago - Stars: 56 - Forks: 3

ChandlerBang/awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Language: Python - Size: 730 KB - Last synced: about 11 hours ago - Pushed: 3 months ago - Stars: 1,478 - Forks: 164

yueliu1999/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Language: Python - Size: 627 KB - Last synced: about 19 hours ago - Pushed: 2 days ago - Stars: 702 - Forks: 130

quanlin-wu/dmae

Denoising Masked Autoencoders Help Robust Classification.

Language: Python - Size: 2.06 MB - Last synced: about 6 hours ago - Pushed: 11 months ago - Stars: 52 - Forks: 4

LiberlandHacker/OSSP-CS

My self-directed MIT OCW [et al] Computer Science Education.

Language: Python - Size: 50.5 MB - Last synced: about 22 hours ago - Pushed: about 22 hours ago - Stars: 6 - Forks: 0

KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language: Python - Size: 46.9 MB - Last synced: about 2 hours ago - Pushed: about 1 month ago - Stars: 5,790 - Forks: 653

THUDM/GraphMAE

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

Language: Python - Size: 7.22 MB - Last synced: 1 day ago - Pushed: about 1 year ago - Stars: 423 - Forks: 72

Lupin1998/Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

Language: Python - Size: 6.59 MB - Last synced: about 6 hours ago - Pushed: 12 days ago - Stars: 242 - Forks: 14

som-shahlab/femr

FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records

Language: Python - Size: 41.4 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 81 - Forks: 11

HaoranZhuExplorer/World-Models-Autonomous-Driving-Latest-Survey

A curated list of world models for autonomous driving. Keep updated.

Size: 234 KB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 71 - Forks: 4

lightly-ai/lightly

A python library for self-supervised learning on images.

Language: Python - Size: 10.2 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 2,768 - Forks: 240

EdisonLeeeee/Awesome-Masked-Autoencoders

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

Size: 372 KB - Last synced: about 7 hours ago - Pushed: about 2 months ago - Stars: 700 - Forks: 48

OxWearables/stepcount

A step-counting model based on self-supervised learning for wrist-worn accelerometer data.

Language: Jupyter Notebook - Size: 26.7 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 14 - Forks: 10

mahmoodlab/HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Language: Jupyter Notebook - Size: 740 MB - Last synced: about 6 hours ago - Pushed: about 2 months ago - Stars: 456 - Forks: 83

wwweiwei/awesome-self-supervised-learning-for-tabular-data

A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)

Size: 32.2 KB - Last synced: 1 day ago - Pushed: 3 months ago - Stars: 115 - Forks: 6

dohlee/rasp-pytorch

Reimplementation of RaSP, a deep neural network for rapid protein stability prediction, in PyTorch.

Language: Python - Size: 68.4 KB - Last synced: 3 days ago - Pushed: about 1 year ago - Stars: 4 - Forks: 1

MorenoLaQuatra/ARCH

ARCH: Audio Representations benCHmark

Language: Python - Size: 637 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 17 - Forks: 1

LirongWu/awesome-graph-self-supervised-learning

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

Size: 428 KB - Last synced: about 19 hours ago - Pushed: 2 months ago - Stars: 1,289 - Forks: 161

jzhoubu/VDR

VDR: Vocabulary Disentangled Retrieval (ICLR2024)

Language: Python - Size: 4.22 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 31 - Forks: 0

BiaPyX/BiaPy

Open source Python library for building bioimage analysis pipelines

Language: Jupyter Notebook - Size: 887 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 107 - Forks: 27

AmishaSomaiya/Machine-Learning

Machine Learning Code Implementations in Python

Language: Python - Size: 36.9 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 4 - Forks: 0

google-research/simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Language: Jupyter Notebook - Size: 3.77 MB - Last synced: 3 days ago - Pushed: 12 months ago - Stars: 3,938 - Forks: 620

dlcjfgmlnasa/NeuroNet

NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

Size: 2.04 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 0

tinghuiz/SfMLearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Language: Jupyter Notebook - Size: 6.79 MB - Last synced: 4 days ago - Pushed: over 2 years ago - Stars: 1,930 - Forks: 552

Westlake-AI/Awesome-Mixup

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

Size: 313 KB - Last synced: about 6 hours ago - Pushed: 12 days ago - Stars: 84 - Forks: 7

MedMaxLab/selfEEG

selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data

Language: Python - Size: 11.7 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 23 - Forks: 8

cellimnet/microsnoop-publish

Microsnoop: A generalist tool for microscopy image representation

Language: Python - Size: 82.2 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 4 - Forks: 1

openvinotoolkit/training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Language: Python - Size: 363 MB - Last synced: about 2 hours ago - Pushed: about 3 hours ago - Stars: 1,121 - Forks: 436

alibaba/EasyCV

An all-in-one toolkit for computer vision

Language: Python - Size: 10.5 MB - Last synced: 4 days ago - Pushed: 25 days ago - Stars: 1,688 - Forks: 188

MilanKalkenings/small_machine_learning_projects

a collection of small machine learning projects

Language: Jupyter Notebook - Size: 9.92 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

Audio-WestlakeU/ATST-SED

This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".

Language: Jupyter Notebook - Size: 4.48 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 43 - Forks: 6

wilkinghoff/ssl4asd

Code for the paper "Self-Supervised Learning for Anomalous Sound Detection"

Language: Python - Size: 60.5 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 12 - Forks: 5

junxia97/awesome-pretrain-on-molecules

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

Size: 565 KB - Last synced: about 11 hours ago - Pushed: 11 months ago - Stars: 453 - Forks: 45

megvii-research/US3L-CVPR2023

PyTorch implementation of US3L (Accepted to CVPR2023)

Language: Python - Size: 131 KB - Last synced: 5 days ago - Pushed: about 1 year ago - Stars: 32 - Forks: 1

georg-wolflein/good-features

Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"

Language: Jupyter Notebook - Size: 136 MB - Last synced: about 5 hours ago - Pushed: 6 days ago - Stars: 12 - Forks: 2

asheeshcric/awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

Size: 76.2 KB - Last synced: 3 days ago - Pushed: about 2 months ago - Stars: 1,141 - Forks: 122

filipbasara0/relic

A simple PyTorch implementation of the Representation Learning via Invariant Causal Mechanisms self-supervised contrastive learning paper

Language: Jupyter Notebook - Size: 134 KB - Last synced: 6 days ago - Pushed: about 1 month ago - Stars: 7 - Forks: 3

HKUDS/SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

Language: Python - Size: 98.2 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 298 - Forks: 34

accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Language: Python - Size: 98.3 MB - Last synced: 6 days ago - Pushed: 5 months ago - Stars: 298 - Forks: 92

nttcslab/m2d

Masked Modeling Duo: Towards a Universal Audio Pre-training Framework

Language: Jupyter Notebook - Size: 14.2 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 39 - Forks: 1

THUDM/GraphMAE2

GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner in WWW'23

Language: Python - Size: 230 KB - Last synced: 1 day ago - Pushed: 10 months ago - Stars: 114 - Forks: 15

beginner-sketch/MoSSL

[IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"

Language: Python - Size: 4.15 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

amanchadha/iSeeBetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Language: C++ - Size: 581 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 350 - Forks: 69

Optimization-AI/LibAUC

LibAUC: A Deep Learning Library for X-Risk Optimization

Language: Python - Size: 1.6 MB - Last synced: 5 days ago - Pushed: 10 days ago - Stars: 272 - Forks: 37

anthonyweidai/FullRot_WRMix

Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture

Language: Python - Size: 1.64 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

Richarizardd/Self-Supervised-ViT-Path

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

Language: Jupyter Notebook - Size: 39.6 MB - Last synced: about 5 hours ago - Pushed: almost 2 years ago - Stars: 125 - Forks: 17

csiro-robotics/ROPIM

[ICLR 2024 Spotlight] 🚀 The official repository of Self-Supervised Learning methods "ROPIM", "Pre-training with Random Orthogonal Projection Image Modeling"

Language: Python - Size: 1.16 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 0 - Forks: 0

LayneH/GreenMIM

[NeurIPS2022] Official implementation of the paper 'Green Hierarchical Vision Transformer for Masked Image Modeling'.

Language: Python - Size: 1.39 MB - Last synced: about 6 hours ago - Pushed: over 1 year ago - Stars: 163 - Forks: 6

astaka-pe/SeMIGCN

Learning Self-Prior for Mesh Inpainting using Self-Supervised Graph Convolutional Networks [TVCG 2024]

Language: Python - Size: 213 MB - Last synced: 6 days ago - Pushed: 3 months ago - Stars: 4 - Forks: 0

vturrisi/solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Language: Python - Size: 5.04 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1,357 - Forks: 176

SauravMaheshkar/sslgym

Implementations of various Self Supervised Learning methods

Language: Python - Size: 1.66 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 13 - Forks: 0

Rishikesh-Jadhav/CMSC828I-Advanced-Techniques-in-Visual-Learning-Recognition

This repository, contains my academic work for the Fall 2023 CMSC828I course. It includes assignments, projects, and relevant documentation covering various aspects of computer vision and recognition.

Language: Jupyter Notebook - Size: 42.4 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 1 - Forks: 0

alexklwong/awesome-state-of-depth-completion

Current state of supervised and unsupervised depth completion methods

Size: 16.2 MB - Last synced: 3 days ago - Pushed: 10 months ago - Stars: 388 - Forks: 22

OliverRensu/D-iGPT

[ICML 2024] This repository includes the official implementation of our paper "Rejuvenating image-GPT as Strong Visual Representation Learners"

Language: Python - Size: 857 KB - Last synced: about 5 hours ago - Pushed: 10 days ago - Stars: 88 - Forks: 8

Shen-Lab/LDM-3DG

[ICLR 2024] "Latent 3D Graph Diffusion" by Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen

Language: Python - Size: 21.3 MB - Last synced: 6 days ago - Pushed: 9 days ago - Stars: 18 - Forks: 4

PaddlePaddle/PASSL

PASSL包含 SimCLR,MoCo v1/v2,BYOL,CLIP,PixPro,simsiam, SwAV, BEiT,MAE 等图像自监督算法以及 Vision Transformer,DEiT,Swin Transformer,CvT,T2T-ViT,MLP-Mixer,XCiT,ConvNeXt,PVTv2 等基础视觉算法

Language: Python - Size: 2.81 MB - Last synced: 6 days ago - Pushed: 10 months ago - Stars: 260 - Forks: 63

dipy/dipy

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

Language: Python - Size: 70.2 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 669 - Forks: 428

dev-sungman/Awesome-Self-Supervised-Papers

Paper bank for Self-Supervised Learning

Size: 604 KB - Last synced: 2 days ago - Pushed: about 1 year ago - Stars: 576 - Forks: 59

DmitryRyumin/INTERSPEECH-2023-Papers

INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

Size: 5.86 MB - Last synced: 29 days ago - Pushed: about 2 months ago - Stars: 571 - Forks: 40

DmitryRyumin/CVPR-2023-24-Papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

Language: Python - Size: 6.03 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 249 - Forks: 18

google-research/snap

SNAP: Self-supervised Neural Maps for Visual Positioning and Semantic Understanding (NeurIPS 2023)

Language: Python - Size: 569 KB - Last synced: 3 days ago - Pushed: 5 months ago - Stars: 149 - Forks: 11

xyzforever/BEVT

PyTorch implementation of BEVT (CVPR 2022) https://arxiv.org/abs/2112.01529

Language: Python - Size: 19.2 MB - Last synced: about 5 hours ago - Pushed: almost 2 years ago - Stars: 152 - Forks: 17

PaddlePaddle/PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Language: Python - Size: 68.3 MB - Last synced: 9 days ago - Pushed: 27 days ago - Stars: 10,175 - Forks: 1,780

annikabrundyn/driving-dirty

End-to-end Multi-Camera View Parsing to Top Down Object Detection On Road Maps

Language: Python - Size: 31.9 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 7 - Forks: 2

Oneflow-Inc/libai

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

Language: Python - Size: 28.1 MB - Last synced: about 20 hours ago - Pushed: about 20 hours ago - Stars: 376 - Forks: 55

AsithaIndrajith/q-sup-con

Q-SupCon integrates quantum principles into supervised contrastive learning, enhancing feature learning with minimal labeled data for efficient image classification, especially in medical applications.

Language: Jupyter Notebook - Size: 490 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 1 - Forks: 0

Shen-Lab/GraphCL_Automated

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 423 KB - Last synced: 7 days ago - Pushed: over 2 years ago - Stars: 106 - Forks: 8

Shen-Lab/GraphCL

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 244 MB - Last synced: 7 days ago - Pushed: about 1 year ago - Stars: 525 - Forks: 98

Jimmy-7664/STD-MAE

[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting

Language: Python - Size: 233 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 35 - Forks: 4

eminorhan/optimized-stmae

An optimized implementation of spatiotemporal masked autoencoders

Language: Python - Size: 137 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

Digital-Dermatology/SelfClean

🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.

Language: Python - Size: 18.6 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 9 - Forks: 1

Alcoholrithm/TabularS3L

A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.

Language: Python - Size: 212 KB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 2 - Forks: 1

miccaiif/TransMEF

Official PyTorch implementation of our AAAI22 paper: TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning.

Language: Python - Size: 10.8 MB - Last synced: 5 days ago - Pushed: over 1 year ago - Stars: 144 - Forks: 16

BalajiAI/VICReg

JAX/Flax implementation of "VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning". ICLR 2022. https://arxiv.org/abs/2105.04906

Language: Jupyter Notebook - Size: 302 KB - Last synced: 11 days ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

yifanzhang-pro/M-MAE

Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for ICML paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)

Language: Python - Size: 72.3 KB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 8 - Forks: 3

yifanzhang-pro/Matrix-SSL

Official implementation of ICML 2024 paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)

Language: Python - Size: 46.9 KB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 12 - Forks: 4

kalelpark/Self-Supervised-Learning-for-Image

This repository Self, Semi Supervised Learning for Image Representation

Size: 9.77 KB - Last synced: 11 days ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

taskswithcode/SimMIM Fork of microsoft/SimMIM

Task:Image classification. SOTA Rank #3 (87.1% top-1 accuracy -July 2022). Self-supervised and then fine-tuned. Current (July 2022) supervised SOTA for image classification is 91%

Language: Jupyter Notebook - Size: 8.05 MB - Last synced: 11 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

taskswithcode/mae Fork of facebookresearch/mae

Task:Image classification. SOTA Rank #1 (87.8% top-1 accuracy - July 2022). Self-supervised and then fine-tuned. Current(July 2022) supervised SOTA for image classification is 91%

Language: Jupyter Notebook - Size: 6.38 MB - Last synced: 11 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

sarthak268/DisCont

PyTorch Implementation for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors" (ECCVW'20).

Language: Python - Size: 257 KB - Last synced: 12 days ago - Pushed: over 3 years ago - Stars: 14 - Forks: 3

gaborvecsei/Barlow-Twins

Clean Tensorflow 2 Implementation of the Barlow Twins self-supervised learning method

Language: Jupyter Notebook - Size: 3.41 MB - Last synced: 12 days ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 0

isaaccorley/detcon-pytorch

PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)

Language: Python - Size: 419 KB - Last synced: 11 days ago - Pushed: over 2 years ago - Stars: 14 - Forks: 4

lucidrains/byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Language: Python - Size: 71.3 KB - Last synced: 11 days ago - Pushed: 6 months ago - Stars: 1,687 - Forks: 237

PericlesHat/TACCO

Official implementation of TACCO (Task-guided Co-clustering).

Language: Python - Size: 759 KB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 0 - Forks: 0

keyu-tian/SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Language: Python - Size: 699 KB - Last synced: 10 days ago - Pushed: 4 months ago - Stars: 1,388 - Forks: 79

SonalKumar95/k_sonal.github.io

Hello, I am Sonal Kumar. My reserch area is Self-supervised Computer Vision applications.

Size: 4.88 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

MrChenFeng/Adaptive-Soft-Contrastive-Learning_ICPR2022

ASCL: adpative Soft Contrastive Learning (ICPR2022)

Language: Python - Size: 1.38 MB - Last synced: 4 days ago - Pushed: 13 days ago - Stars: 18 - Forks: 5

theolepage/sslsv

Framework for training and evaluating self-supervised learning methods for speaker verification.

Language: Jupyter Notebook - Size: 679 KB - Last synced: 5 days ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 4

szq0214/FKD

Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"

Language: Python - Size: 1.57 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 176 - Forks: 31

shashankvkt/DoRA_ICLR24

This repo contains the official implementation of ICLR 2024 paper "Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video""

Language: Python - Size: 658 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 15 - Forks: 0

Marigoldwu/A-Unified-Framework-for-Deep-Attribute-Graph-Clustering

This project is a scalable unified framework for deep graph clustering.

Language: Python - Size: 16 MB - Last synced: 7 days ago - Pushed: 2 months ago - Stars: 76 - Forks: 11

Haochen-Wang409/HPM

[CVPR'23] Hard Patches Mining for Masked Image Modeling

Language: Python - Size: 1.66 MB - Last synced: about 5 hours ago - Pushed: 5 months ago - Stars: 82 - Forks: 6

qingsongedu/Awesome-SSL4TS

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

Size: 2.16 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 221 - Forks: 13

acbull/GPT-GNN

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

Language: Python - Size: 9.51 MB - Last synced: 7 days ago - Pushed: 2 months ago - Stars: 473 - Forks: 89

CarDS-Yale/EchoCLR

"Self-supervised contrastive learning of echocardiogram videos enables label-efficient cardiac disease diagnosis" by Gregory Holste, Evangelos Oikonomou, Bobak Mortazavi, Zhangyang Wang, and Rohan Khera

Language: Python - Size: 3.77 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 5 - Forks: 2

kalelpark/Awesome-ComputerVision

Awesome-ComputerVision

Language: Python - Size: 46.6 MB - Last synced: 11 days ago - Pushed: about 1 year ago - Stars: 103 - Forks: 15

PaddlePaddle/PaddleFleetX

飞桨大模型开发套件,提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。

Language: Python - Size: 637 MB - Last synced: 10 days ago - Pushed: about 1 month ago - Stars: 422 - Forks: 157

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self-supervised-learning 1,133 deep-learning 363 pytorch 279 contrastive-learning 182 computer-vision 155 representation-learning 146 machine-learning 139 unsupervised-learning 135 graph-neural-networks 63 semi-supervised-learning 59 simclr 52 transfer-learning 51 vision-transformer 48 python 36 depth-estimation 34 object-detection 34 pytorch-lightning 32 transformer 32 self-supervised 30 image-classification 29 clustering 28 tensorflow 26 segmentation 25 masked-autoencoder 25 semantic-segmentation 24 reinforcement-learning 24 byol 24 few-shot-learning 24 artificial-intelligence 23 pytorch-implementation 22 mae 22 masked-image-modeling 22 convolutional-neural-networks 21 deep-neural-networks 21 autoencoder 20 medical-imaging 20 domain-adaptation 20 classification 19 moco 18 pretraining 18 action-recognition 18 transformers 17 simsiam 16 barlow-twins 16 pre-training 15 natural-language-processing 14 monocular-depth-estimation 14 data-augmentation 13 3d-reconstruction 13 kitti 13 anomaly-detection 13 speech-recognition 13 robotics 13 tensorflow2 13 pose-estimation 13 nlp 13 imagenet 13 knowledge-distillation 13 pretrained-models 12 recommender-system 12 generative-adversarial-network 12 dino 12 multimodal-deep-learning 12 gan 12 ssl 12 image-processing 11 denoising 11 graph 11 image-segmentation 11 continual-learning 11 speech 11 contrastive-loss 11 recommendation 11 metric-learning 11 generative-model 10 awesome-list 10 time-series 10 medical-image-analysis 10 resnet 10 remote-sensing 10 collaborative-filtering 10 point-cloud 10 supervised-learning 10 foundation-models 10 video-understanding 10 active-learning 9 video 9 bert 9 pretext-task 9 graph-representation-learning 9 keras 9 python3 9 cnn 9 paper 9 neural-networks 9 fine-tuning 9 autonomous-driving 9 cvpr2023 9 ai 9 swav 9