Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
14 "representation-learning" Awesome Lists
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing reading-list reinforcement-learning representation-learning robotics
5,465 stars
820 forks
474 projects
Last updated: 04 May 2024
awesome-network-embedding
A curated list of network embedding techniques.
graph-embeddings knowledge-graph network-embedding representation-learning
2,557 stars
504 forks
202 projects
Last updated: 08 May 2024
knowledge-graphs
A collection of research on knowledge graphs
commonsense cross-modal dialogue-systems information-retrieval knowledge-graph knowledge-graph-completion meta-relational-learning natural-language-processing ner paper
1,611 stars
287 forks
42 projects
Last updated: 05 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
1,286 stars
161 forks
76 projects
Last updated: 06 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
700 stars
130 forks
189 projects
Last updated: 11 May 2024
awesome-protein-representation-learning
Awesome Protein Representation Learning
protein-embedding protein-modeling protein-representation-learning protein-sequences representation-learning
531 stars
62 forks
195 projects
Last updated: 10 Apr 2024
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-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-visual-representation-learning-with-transformers
Awesome Transformers (self-attention) in Computer Vision
awesome-list computer-vision representation-learning self-attention transformers vision-transformer
263 stars
36 forks
57 projects
Last updated: 12 Apr 2024
awesome-graph-representation-learning
A curated list for awesome graph representation learning resources.
deep-learning graph-representation-learning
148 stars
27 forks
106 projects
Last updated: 21 Apr 2024
awesome-sound_event_detection
Reading list for research topics in Sound AI
acoustic-scene-classification audio-captioning audio-generation audio-processing audio-retrieval icassp interspeech representation-learning sound-event-detection zero-shot-learning
134 stars
7 forks
158 projects
Last updated: 28 Apr 2024
awesome-deep-time-series-representations
A curated list of state-of-the-art papers on deep learning for universal representations of time series.
deep-learning representation-learning survey-paper time-series time-series-analysis
71 stars
5 forks
222 projects
Last updated: 30 Apr 2024
awesome-graph-representation-learning
A curated list of awesome graph representation learning.
adversarial-learning awesome-list graph graph-convolutional-networks graph-embedding graph-mining graph-neural-networks graph-representation-learning
66 stars
5 forks
32 projects
Last updated: 05 Dec 2023