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