SeqGAN: text generation with generative models – KejiTech
A Generative Neural Network for Maximizing Fitness and Diversity of Synthetic DNA and Protein Sequences - ScienceDirect
Generative probabilistic biological sequence models that account for mutational variability | bioRxiv
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design | DeepAI
Neural networks to learn protein sequence–function relationships from deep mutational scanning data | PNAS
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
Inverse molecular design using machine learning: Generative models for matter engineering | Science
Protein sequence design with deep generative models - ScienceDirect
Generative models for molecular discovery: Recent advances and challenges - Bilodeau - 2022 - WIREs Computational Molecular Science - Wiley Online Library
From lattice-protein sequence space to inferred Potts model. Protein... | Download Scientific Diagram
Flow-based Deep Generative Models | Lil'Log
Shape-Based Generative Modeling for de Novo Drug Design | Journal of Chemical Information and Modeling
A de novo molecular generation method using latent vector based generative adversarial network | Journal of Cheminformatics | Full Text
Generative Biology: Designing Biologic Medicines with Greater Speed and Success | Amgen
Ig-VAE: Generative modeling of protein structure by direct 3D coordinate generation | PLOS Computational Biology
Deep generative models for peptide design - Digital Discovery (RSC Publishing) DOI:10.1039/D1DD00024A
Efficient generative modeling of protein sequences using simple autoregressive models | Nature Communications
Protein sequence design with deep generative models - ScienceDirect
Generative chemistry: drug discovery with deep learning generative models
Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model | Journal of Chemical Information and Modeling
Molecular generative model based on conditional variational autoencoder for de novo molecular design | Journal of Cheminformatics | Full Text
Generative Models
Schematic Representation of Several Architectures Used in Protein... | Download Scientific Diagram
SeqMed: Recommending Medication Combination with Sequence Generative Adversarial Nets | Semantic Scholar
