Intermediate Layer Optimization for Inverse Problems using Deep Generative Models | Institute for Foundations of Machine Learning
Generative Models Thus far we have essentially considered techniques that perform classification indirectly by modeling the training data, optimizing. - ppt video online download
Mol-CycleGAN: a generative model for molecular optimization | Journal of Cheminformatics | Full Text
Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining
Beyond generative models: superfast traversal, optimization, novelty, exploration and discovery (STONED) algorithm for molecules using SELFIES - Chemical Science (RSC Publishing)
Predictive and generative machine learning models for photonic crystals
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PDF] Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining | Semantic Scholar
Methods for Optimization and Regularization of Generative Models - UCL Discovery
Generative Deep Learning for Targeted Compound Design | Journal of Chemical Information and Modeling
Michael Kagan: Generative Model Based Design Optimization and Unfolding - YouTube
Generative Models
Graph-based generative models for de Novo drug design - ScienceDirect
An illustration of different generative models discussed in the paper:... | Download High-Quality Scientific Diagram
A deep generative model for molecule optimization via one fragment modification | Nature Machine Intelligence
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1. Generative Modeling - Generative Deep Learning [Book]
Comparison of structure- and ligand-based scoring functions for deep generative models: a GPCR case study | Journal of Cheminformatics | Full Text
Generative Models for Low-Rank Video Representation and Reconstruction | DeepAI
Optimizing generative models of bacterial, fungal, and plant... | Download Scientific Diagram
Generative Deep Learning for Targeted Compound Design | Journal of Chemical Information and Modeling
Deep Generative Design: Integration of Topology Optimization and Generative Models
A deep generative model trifecta: Three advances that work towards harnessing large-scale power - Microsoft Research
Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | DeepAI
OptiMol: Optimization of Binding Affinities in Chemical Space for Drug Discovery | Journal of Chemical Information and Modeling
Article: Deep generative models for ligand-based de novo design applied to multi-parametric optimization - Iktos
Optimizing generative models of bacterial, fungal, and plant... | Download Scientific Diagram
