Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
6 "pre-training" 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
1,483 stars
164 forks
440 projects
Last updated: 14 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
1,294 stars
161 forks
76 projects
Last updated: 16 May 2024
Awesome-CLIP
Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).
clip contrastive-learning pre-training
1,030 stars
53 forks
108 projects
Last updated: 14 May 2024
Awesome-TimeSeries-SpatioTemporal-LM-LLM
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
anomalydetection autoscaling deeplearning forecasting foundation-models large-language-models large-models machinelearning pre-training rca
767 stars
53 forks
140 projects
Last updated: 18 May 2024
awesome-Vision-and-Language-Pre-training
Recent Advances in Vision and Language Pre-training (VLP)
multimodal-deep-learning pretraining vision-and-language vision-and-language-pre-training vlp
278 stars
14 forks
107 projects
Last updated: 28 Apr 2024
Awesome-MIM
[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)
awesome-list awesome-mim bert computer-vision deep-learning generative-models gpt mae masked-autoencoder masked-image-modeling
242 stars
14 forks
451 projects
Last updated: 11 May 2024