representation-learning 743 deep-learning 223 self-supervised-learning 146 machine-learning 140 pytorch 114 unsupervised-learning 86 contrastive-learning 80 computer-vision 64 natural-language-processing 37 reinforcement-learning 34 network-embedding 33 tensorflow 32 python 31 embeddings 30 transfer-learning 30 graph-neural-networks 29 clustering 26 nlp 25 autoencoder 21 transformer 20 generative-model 17 vae 17 variational-autoencoder 17 graph-embedding 17 semi-supervised-learning 16 metric-learning 16 time-series 16 knowledge-graph 16 keras 16 artificial-intelligence 16 neural-networks 15 classification 15 convolutional-neural-networks 15 deep-neural-networks 15 pytorch-implementation 15 simclr 15 disentangled-representations 14 feature-extraction 14 bert 14 transformers 14 autoencoders 13 neural-network 13 image-classification 12 multimodal-learning 12 deeplearning 12 word2vec 11 graph 11 vision-transformer 11 language-model 11 pre-training 11 generative-adversarial-network 10 robotics 10 action-recognition 10 foundation-models 10 dimensionality-reduction 9 recommender-system 9 data-mining 9 self-supervised 9 pretraining 9 data-augmentation 9 python3 9 mutual-information 8 link-prediction 8 deep-reinforcement-learning 8 gan 8 few-shot-learning 8 paper 8 variational-inference 8 node2vec 8 robustness 8 graph-algorithms 8 dataset 8 graph-convolutional-networks 8 data-science 8 graph-representation-learning 7 disentanglement 7 multimodal 7 continual-learning 7 domain-adaptation 7 node-embedding 7 domain-generalization 7 graphs 7 gnn 7 tensorflow2 7 contrastive-loss 7 meta-learning 7 attention-mechanism 7 masked-autoencoder 6 sentence-embeddings 6 evaluation 6 datasets 6 speech-processing 6 segmentation 6 image-retrieval 6 multimodal-deep-learning 6 vision-and-language 6 embedding 6 generative-models 6 variational-autoencoders 6 awesome-list 5