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GTC Silicon Valley-2019: Generative Modeling for Wireless Network Performance Optimization | NVIDIA Developer
Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining
Optimizing generative models of bacterial, fungal, and plant... | Download Scientific Diagram
PDF] Optimizing distributions over molecular space. An Objective-Reinforced Generative Adversarial Network for Inverse-design Chemistry (ORGANIC) | Semantic Scholar
Mol-CycleGAN: a generative model for molecular optimization | Journal of Cheminformatics | Full Text
Comparison of structure- and ligand-based scoring functions for deep generative models: a GPCR case study | Journal of Cheminformatics | Full Text
Predictive and generative machine learning models for photonic crystals
Methods for Optimization and Regularization of Generative Models - UCL Discovery
Generative Deep Learning for Targeted Compound Design | Journal of Chemical Information and Modeling
A deep generative model trifecta: Three advances that work towards harnessing large-scale power - Microsoft Research
Graph-based generative models for de Novo drug design - ScienceDirect
Inverse molecular design using machine learning: Generative models for matter engineering | Science
Generative Models
A deep generative model for molecule optimization via one fragment modification | Nature Machine Intelligence
A fascinating approach to deep generative design | by Dickson Wu | UX Collective
Article: Deep generative models for ligand-based de novo design applied to multi-parametric optimization - Iktos
An illustration of different generative models discussed in the paper:... | Download High-Quality Scientific Diagram
PDF] Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | Semantic Scholar
PDF] Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | Semantic Scholar
Microsoft Research Unveils Three Efforts to Advance Deep Generative Models - KDnuggets
Beyond generative models: superfast traversal, optimization, novelty, exploration and discovery (STONED) algorithm for molecules using SELFIES - Chemical Science (RSC Publishing)
Generative Models for Low-Rank Video Representation and Reconstruction | DeepAI
Deep Generative Design: Integration of Topology Optimization and Generative Models
1. Generative Modeling - Generative Deep Learning [Book]
A deep generative model for molecule optimization via one fragment modification | Nature Machine Intelligence
A deep generative model for molecule optimization via one fragment modification | Nature Machine Intelligence
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models | Institute for Foundations of Machine Learning
OptiMol: Optimization of Binding Affinities in Chemical Space for Drug Discovery | Journal of Chemical Information and Modeling
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