Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
14 "self-supervised-learning" Awesome Lists
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning
1,474 stars
165 forks
440 projects
Last updated: 01 May 2024
awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
data-augmentation deep-learning graph-neural-networks machine-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,285 stars
161 forks
76 projects
Last updated: 01 May 2024
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
deep-learning hacktoberfest-accepted representation-learning self-supervised-learning transfer-learning unsupervised-learning
1,141 stars
120 forks
79 projects
Last updated: 03 May 2024
Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering
694 stars
129 forks
186 projects
Last updated: 30 Apr 2024
Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
awesome cvpr2020 self-supervised self-supervised-learning sota
576 stars
59 forks
127 projects
Last updated: 05 May 2024
openmixup
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
automix awesome-list awesome-mim awesome-mixup benchmark contrastive-learning data-augmentation data-generation deep-learning image-classifcation
499 stars
53 forks
108 projects
Last updated: 29 Oct 2023
awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
awesome chemical-language-models computational-chemistry drug-discovery drug-discovery-and-development finetuning gnns graph-representation-learning molecular-representation-learning molecule
452 stars
45 forks
242 projects
Last updated: 04 May 2024
awesome-state-of-depth-completion
Current state of supervised and unsupervised depth completion methods
3d-reconstruction 3d-vision awesome benchmark computer-vision depth-completion kitti machine-learning self-supervised-learning supervised-learning
386 stars
22 forks
59 projects
Last updated: 03 May 2024
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
contrastive-learning deep-learning graph-representation-learning machine-learning self-supervised-learning
361 stars
45 forks
67 projects
Last updated: 03 Apr 2024
Awesome-Vision-Transformer-Collection
Variants of Vision Transformer and its downstream tasks
awesome backbone computer-vision deep-learning detection explainable-ai generative-model lidar-point-cloud pose-estimation segmentation
186 stars
17 forks
261 projects
Last updated: 26 Apr 2024
awesome-self-supervised-multimodal-learning
A curated list of self-supervised multimodal learning resources.
awesome-list machine-learning multimodal-learning self-supervised-learning
179 stars
7 forks
195 projects
Last updated: 07 Apr 2024
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
contrastive-learning downstream-tasks knowledge-transfer medical-image-dataset medical-image-processing medical-imaging pretext-task research-paper self-supervised-learning
135 stars
13 forks
75 projects
Last updated: 18 Apr 2024
awesome-self-supervised-learning-for-tabular-data
A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)
artificial-intelligence deep-learning machine-learning self-supervised-learning tabular-data
113 stars
6 forks
45 projects
Last updated: 28 Apr 2024
awesome-graph-self-supervised-learning-based-recommendation
A curated list of awesome graph & self-supervised-learning-based recommendation.
contrastive-learning deep-learning graph-based-recommendation graph-neural-networks knowledge-graph-for-recommendation machine-learning recommendation-system self-supervised-learning
46 stars
6 forks
58 projects
Last updated: 04 Jan 2024