Ecosyste.ms: Repos

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

GitHub topics: self-supervised-learning

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: 21 days ago - Pushed: 21 days ago - Stars: 1,357 - Forks: 176

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: 21 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

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: 14 days ago - Pushed: 25 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: 21 days ago - Pushed: 24 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: 20 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: 27 days ago - Pushed: 28 days ago - Stars: 669 - Forks: 428

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: about 1 month ago - Pushed: 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: 22 days ago - Pushed: 22 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: 18 days ago - Pushed: 6 months ago - Stars: 149 - Forks: 11

OxWearables/actinet

An activity classification model based on self-supervised learning for wrist-worn accelerometer data.

Language: Python - Size: 108 KB - Last synced: 10 days ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

xyzforever/BEVT

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

Language: Python - Size: 19.2 MB - Last synced: 14 days ago - Pushed: almost 2 years ago - Stars: 152 - Forks: 17

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: 24 days ago - Pushed: 24 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: 22 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: 22 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: 24 days ago - Pushed: 24 days ago - Stars: 35 - Forks: 4

Huangying-Zhan/DF-VO

Depth and Flow for Visual Odometry

Language: Python - Size: 12.7 MB - Last synced: 6 days ago - Pushed: 6 months ago - Stars: 541 - Forks: 117

eminorhan/optimized-stmae

An optimized implementation of spatiotemporal masked autoencoders

Language: Python - Size: 137 KB - Last synced: 24 days ago - Pushed: 25 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: 12 days ago - Pushed: 25 days ago - Stars: 9 - 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: 20 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: 25 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: 25 days ago - Pushed: 26 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: 25 days ago - Pushed: 26 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: 26 days ago - Pushed: over 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: 26 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: 26 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: 26 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: 26 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: 25 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: 26 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: 27 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

alexklwong/unsupervised-depth-completion-visual-inertial-odometry

Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

Language: Python - Size: 9.84 MB - Last synced: 6 days ago - Pushed: 10 months ago - Stars: 185 - Forks: 23

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: 25 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: 27 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

bwconrad/masked-distillation

Pytorch reimplementation of "A Unified View of Masked Image Modeling".

Language: Python - Size: 155 KB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

MrChenFeng/Adaptive-Soft-Contrastive-Learning_ICPR2022

ASCL: adpative Soft Contrastive Learning (ICPR2022)

Language: Python - Size: 1.38 MB - Last synced: 9 days ago - Pushed: 28 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: 20 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: 28 days ago - Pushed: 28 days ago - Stars: 176 - Forks: 31

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: 22 days ago - Pushed: 3 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: 14 days 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: 29 days ago - Pushed: 29 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: 22 days ago - Pushed: 3 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: 28 days ago - Pushed: 29 days ago - Stars: 5 - Forks: 2

kalelpark/Awesome-ComputerVision

Awesome-ComputerVision

Language: Python - Size: 46.6 MB - Last synced: 26 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: 24 days ago - Pushed: about 2 months ago - Stars: 422 - Forks: 157

HKUDS/Awesome-SSLRec-Papers

A Comprehensive Survey of Self-Supervised Learning for Recommendation

Size: 2.79 MB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 53 - Forks: 1

ThyrixYang/awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

Size: 44.9 KB - Last synced: 7 days ago - Pushed: over 1 year ago - Stars: 113 - Forks: 15

annikabrundyn/byol

Bootstrap Your Own Latent (BYOL) in PyTorch

Language: Python - Size: 49.8 KB - Last synced: 30 days ago - Pushed: over 3 years ago - Stars: 6 - Forks: 1

s3prl/s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

Language: Python - Size: 134 MB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 2,094 - Forks: 469

HKUDS/MMSSL

[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"

Language: Python - Size: 4.89 MB - Last synced: 29 days ago - Pushed: 2 months ago - Stars: 140 - Forks: 18

MR-HosseinzadehTaher/Eden

[CVPR 2024] Official PyTorch Implementation for Adam

Language: Python - Size: 16.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8 - Forks: 2

a43992899/MARBLE-Benchmark

Music Audio Representation Benchmark for Universal Evaluation

Language: Python - Size: 1.04 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 66 - Forks: 3

ariG23498/mae-scalable-vision-learners

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

Language: Jupyter Notebook - Size: 38.7 MB - Last synced: 26 days ago - Pushed: about 2 years ago - Stars: 70 - Forks: 15

danielkonecny/sports-poses-recognition

Classifying sports poses from image with time-contrastive neural network (self-supervised learning) as a Master's Thesis at BUT FIT.

Language: Python - Size: 261 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

danielkonecny/masters-thesis

Text of Master's Thesis - Self-Supervised Learning for Sports Pose Recognition in Image.

Language: TeX - Size: 51.6 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

MediaBrain-SJTU/BCL

[ICML2022] Contrastive Learning with Boosted Memorization

Language: Python - Size: 1 MB - Last synced: 14 days ago - Pushed: 4 months ago - Stars: 109 - Forks: 7

AdalbertoCq/Histomorphological-Phenotype-Learning

Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides. 2024'

Language: Python - Size: 82.5 MB - Last synced: 5 days ago - Pushed: about 1 month ago - Stars: 24 - Forks: 6

billpsomas/simpool

This repo contains the official implementation of ICCV 2023 paper "Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?"

Language: Python - Size: 4.62 MB - Last synced: 22 days ago - Pushed: 6 months ago - Stars: 89 - Forks: 2

4pygmalion/SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Language: Jupyter Notebook - Size: 553 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

MrGiovanni/ModelsGenesis

[MICCAI 2019] [MEDIA 2020] Models Genesis

Language: Jupyter Notebook - Size: 22 MB - Last synced: 14 days ago - Pushed: 4 months ago - Stars: 722 - Forks: 139

agrija9/ssl-sonar-images

Code for our paper Self-supervised Learning for Sonar Image Classification [CVPR 2022]

Language: Jupyter Notebook - Size: 431 MB - Last synced: 7 days ago - Pushed: almost 2 years ago - Stars: 28 - Forks: 4

OpenDriveLab/PPGeo

[ICLR 2023] Pytorch implementation of PPGeo, a fully self-supervised driving policy pre-training framework to learn from unlabeled driving videos.

Language: Python - Size: 8.07 MB - Last synced: 14 days ago - Pushed: 6 months ago - Stars: 107 - Forks: 7

CRIPAC-DIG/GCA

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

Language: Python - Size: 11.7 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 149 - Forks: 26

bwconrad/can

PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".

Language: Python - Size: 352 KB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 35 - Forks: 6

HKUDS/LightGCL

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

Language: Python - Size: 51.2 MB - Last synced: 29 days ago - Pushed: 12 months ago - Stars: 145 - Forks: 16

visresearch/aps

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Language: Python - Size: 1.03 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 47 - Forks: 2

visresearch/patchmix

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

Language: Python - Size: 4.26 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 87 - Forks: 8

HKUDS/HGCL

[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"

Language: Python - Size: 33.7 MB - Last synced: 29 days ago - Pushed: about 1 year ago - Stars: 73 - Forks: 10

filipbasara0/simple-clip

A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch

Language: Jupyter Notebook - Size: 83 KB - Last synced: 13 days ago - Pushed: 3 months ago - Stars: 7 - Forks: 2

HKUDS/MAERec

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

Language: Python - Size: 80.3 MB - Last synced: 29 days ago - Pushed: 12 months ago - Stars: 50 - Forks: 5

HKUDS/DCRec

[WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"

Language: Python - Size: 11.2 MB - Last synced: 29 days ago - Pushed: about 1 year ago - Stars: 37 - Forks: 5

YGZWQZD/LAMDA-SSL

30 Semi-Supervised Learning Algorithms

Language: Python - Size: 10.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 173 - Forks: 16

HKUDS/DCCF

[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"

Language: Python - Size: 51.8 MB - Last synced: 29 days ago - Pushed: 2 months ago - Stars: 45 - Forks: 5

cent664/SSRIW

Tensorflow implementation of 'Robust Image Watermarking based on Cross-Attention and Invariant Domain Learning'

Language: Jupyter Notebook - Size: 4.39 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8 - Forks: 0

lucidrains/contrastive-learner

A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network

Language: Python - Size: 313 KB - Last synced: 25 days ago - Pushed: about 3 years ago - Stars: 110 - Forks: 12

voidism/DiffCSE

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

Language: Python - Size: 6.3 MB - Last synced: 29 days ago - Pushed: over 1 year ago - Stars: 286 - Forks: 26

HKUDS/DSL

[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"

Language: Python - Size: 128 MB - Last synced: 29 days ago - Pushed: 4 months ago - Stars: 19 - Forks: 3

MediaBrain-SJTU/Geometric-Harmonization

[NeurIPS 2023 Spotlight] Combating Representation Learning Disparity with Geometric Harmonization

Language: Python - Size: 2.94 MB - Last synced: 14 days ago - Pushed: 4 months ago - Stars: 20 - Forks: 3

MCG-NJU/VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Language: Python - Size: 547 KB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 1,209 - Forks: 118

santi-pdp/pase

Problem Agnostic Speech Encoder

Language: Python - Size: 10.2 MB - Last synced: 30 days ago - Pushed: 11 months ago - Stars: 435 - Forks: 87

Shen-Lab/CPAC

[Bioinformatics 2022] Cross-Modality and Self-Supervised Protein Embedding for Compound-Protein Affinity and Contact Prediction

Language: Python - Size: 131 KB - Last synced: 22 days ago - Pushed: about 1 month ago - Stars: 13 - Forks: 1

mpatacchiola/self-supervised-relational-reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

Language: Python - Size: 1010 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 141 - Forks: 24

HKUDS/KGRec

[KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"

Language: Python - Size: 27.8 MB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 44 - Forks: 4

miccaiif/FCMEF

This is a PyTorch/GPU implementation of the Information Fusion 2022 paper: Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning.:

Language: Python - Size: 15.6 MB - Last synced: 20 days ago - Pushed: 9 months ago - Stars: 8 - Forks: 0

centreborelli/L1BSR

Self-Supervised SISR for Sentinel-2 L1B Imagery

Language: Python - Size: 64.6 MB - Last synced: about 1 month ago - Pushed: 12 months ago - Stars: 23 - Forks: 1

MIBlue119/ssl_practice

this is a repo to record the practice of self-supervised learning and some resources found on the networks

Size: 1.95 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

dr-bell/CroSSL

(WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking

Language: Python - Size: 218 KB - Last synced: 20 days ago - Pushed: 3 months ago - Stars: 5 - Forks: 2

PRBonn/point-cloud-prediction

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

Language: Python - Size: 4.12 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 137 - Forks: 24

yifanzhang-pro/RelationMatch

Official implementation of paper "RelationMatch: Matching In-batch Relationships for Semi-supervised Learning" (https://arxiv.org/abs/2305.10397)

Language: Python - Size: 669 KB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 4 - Forks: 0

clabrugere/pytorch-scarf

Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representation of tabular data using contrastive learning. It is inspired from SimCLR and uses a similar architecture and loss.

Language: Python - Size: 469 KB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 62 - Forks: 13

cwx-worst-one/EAT

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

Language: Python - Size: 5.12 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 55 - Forks: 2

fhaghighi/TransVW

Official Keras & PyTorch Implementation and Pre-trained Models for TransVW

Language: Python - Size: 2.22 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 60 - Forks: 6

yueliu1999/HSAN

[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

Language: Python - Size: 1.14 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 252 - Forks: 37

sungnyun/understanding-cdfsl

(NeurIPS 2022) Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty

Language: Python - Size: 98.8 MB - Last synced: 14 days ago - Pushed: 2 months ago - Stars: 26 - Forks: 9

RUCAIBox/CIKM2020-S3Rec Fork of aHuiWang/CIKM2020-S3Rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

Language: Python - Size: 59.5 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 229 - Forks: 34

lhoyer/improving_segmentation_with_selfsupervised_depth

[CVPR21] Implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"

Language: Python - Size: 13.4 MB - Last synced: 20 days ago - Pushed: over 2 years ago - Stars: 241 - Forks: 30

yifanzhang-pro/Kernel-InfoNCE

Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)

Language: Python - Size: 30.3 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 11 - Forks: 0

RobotLocomotion/pytorch-dense-correspondence

Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"

Language: Python - Size: 73.2 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 552 - Forks: 133

SaeedShurrab/awesome-self-supervised-learning-in-medical-imaging

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

Size: 1.56 MB - Last synced: 6 days ago - Pushed: 3 months ago - Stars: 135 - Forks: 13

kieran514/robustdepth

Self-supervised Monocular Depth Estimation: Let’s Talk About The Weather

Language: Python - Size: 22.6 MB - Last synced: 22 days ago - Pushed: about 2 months ago - Stars: 62 - Forks: 6

giakoumoglou/pyssl

Self-Supervised Learning in PyTorch

Language: Python - Size: 12.1 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 113 - Forks: 6

Related Keywords
self-supervised-learning 1,148 deep-learning 368 pytorch 280 contrastive-learning 184 computer-vision 155 representation-learning 149 machine-learning 144 unsupervised-learning 135 graph-neural-networks 63 semi-supervised-learning 61 simclr 52 transfer-learning 51 vision-transformer 50 python 36 object-detection 34 depth-estimation 34 transformer 33 pytorch-lightning 32 self-supervised 30 image-classification 29 clustering 28 tensorflow 27 masked-autoencoder 25 segmentation 25 few-shot-learning 24 byol 24 reinforcement-learning 24 semantic-segmentation 24 masked-image-modeling 23 artificial-intelligence 23 mae 23 pytorch-implementation 22 deep-neural-networks 22 convolutional-neural-networks 21 autoencoder 20 domain-adaptation 20 medical-imaging 20 action-recognition 19 classification 19 pretraining 18 moco 18 transformers 17 barlow-twins 16 simsiam 16 pre-training 15 natural-language-processing 14 3d-reconstruction 14 tensorflow2 14 monocular-depth-estimation 14 anomaly-detection 14 pose-estimation 13 speech-recognition 13 kitti 13 data-augmentation 13 denoising 13 nlp 13 knowledge-distillation 13 imagenet 13 robotics 13 recommender-system 12 ssl 12 gan 12 generative-adversarial-network 12 multimodal-deep-learning 12 dino 12 pretrained-models 12 speech 11 metric-learning 11 graph 11 image-processing 11 recommendation 11 time-series 11 foundation-models 11 continual-learning 11 image-segmentation 11 contrastive-loss 11 medical-image-analysis 10 awesome-list 10 resnet 10 remote-sensing 10 collaborative-filtering 10 supervised-learning 10 point-cloud 10 video-understanding 10 generative-model 10 fine-tuning 9 keras 9 active-learning 9 bert 9 python3 9 graph-representation-learning 9 ai 9 pretext-task 9 cnn 9 cvpr2023 9 swav 9 video 9 neural-networks 9 autonomous-driving 9 paper 9