Computer Science | Machine Learning A Systematic Survey on Deep Generative Models for Graph Generation. October 17, 2022
Machine Learning | Neuroscience Associating Latent Representations with Cognitive Maps via Hyperspherical Space for Neural Population Spikes. October 10, 2022
Agriculture | Biological Research | Pharmaceutical Studies Tracking Highly Similar Rat Instances under Heavy Occlusions: An Unsupervised Deep Generative Pipeline. July 16, 2022
Healthcare | Machine Learning Shifting machine learning for healthcare from development to deployment and from models to data. July 5, 2022
Chemistry | Computer Science | Pharmaceutical Sciences Advances and Challenges in De Novo Drug Design Using Three-Dimensional Deep Generative Models. May 11, 2022
Biotechnology | Cheminformatics | Drug Discovery | Material Science Small Molecule Generation via Disentangled Representation Learning. May 5, 2022
Bio-Signal Processing | Finance | Source Separation An Overview of Variational Autoencoders for Source Separation, Finance, and Bio-Signal Applications. January 21, 2022
Bioinformatics | Computational Biology | Genomics Interpretable generative deep learning: an illustration with single cell gene expression data. January 6, 2022
Bioinformatics | Drug Discovery | Pharmaceutical Chemistry Structure-based drug design using 3D deep generative models. November 11, 2021
Artificial Intelligence | Chemistry | Drug Discovery Deep Learning Applied to Ligand-Based De Novo Drug Design. November 3, 2021
Computational Chemistry | Drug Discovery | Pharmaceutical Sciences 3D-Scaffold: A Deep Learning Framework to Generate 3D Coordinates of Drug-like Molecules with Desired Scaffolds. October 18, 2021
Medicinal Chemistry | Pharmacology Kinase Inhibitor Scaffold Hopping with Deep Learning Approaches. September 29, 2021