deep-learning 17 pytorch 9 autoencoder 8 generative-adversarial-network 7 vae 5 gan 5 machine-learning 5 neural-networks 4 python 4 tensorflow 4 generative-model 4 scrna-seq 3 semi-supervised-learning 3 single-cell 3 image-reconstruction 2 image-synthesis 2 loss 2 loss-function 2 pix2pix 2 autoencoders 2 image-generation 2 iccv2021 2 generic 2 generative-models 2 frequency-domain 2 frequency-analysis 2 vae-implementation 2 gene-expression 2 variational 2 representation-learning 2 multi-modal 2 vq-vae 2 vae-gan 2 normalizing-flows 2 artificial intelligence 2 reproducibility 2 benchmarking 2 variational autoencoder 2 machine learning 2 deep learning 2 variational-inference 2 collaborative-filtering 2 synthetic data 2 bayesian-inference 2 stylegan2 2 spade 2 single-cell-genomics 2 scverse 2 single-cell-rna-seq 2 learning 2 variational-bayes 2 deep 2 human-cell-atlas 2 deep-neural-networks 2 deep-generative-model 2 cite-seq 2 manifold-learning 2 VAE 2 probabilistic-programming 2 openai-gym 1 pre-clinical 1 policy-gradient 1 reinforcement-learning 1 scanpy 1 scvi-tools 1 rl-algorithms 1 robotics 1 biology 1 bioinformatics 1 graph-neural-networks 1 bayesian variational autoencoder 1 spatial-omics 1 tkinter 1 celeba 1 genetic-algorithm 1 variant effect prediction 1 probabilistic-graphical-models 1 scvi 1 cnn 1 generative 1 masked-autoencoder 1 mlp-mixer 1 reconstruction 1 representations 1 resnet 1 transformers 1 oversampling 1 wgan-gp 1 ddpg 1 deep-reinforcement-learning 1 dqn 1 experience-replay 1 gym 1 mujoco 1 mujoco-py 1 openai 1 cell-lines 1 privacy 1 cancer-genomics 1 fairness 1