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GTC Silicon Valley-2019: Generative Modeling for Wireless Network  Performance Optimization | NVIDIA Developer
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
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
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
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
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
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
Predictive and generative machine learning models for photonic crystals

Methods for Optimization and Regularization of Generative Models - UCL  Discovery
Methods for Optimization and Regularization of Generative Models - UCL Discovery

Generative Deep Learning for Targeted Compound Design | Journal of Chemical  Information and Modeling
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
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
Graph-based generative models for de Novo drug design - ScienceDirect

Inverse molecular design using machine learning: Generative models for  matter engineering | Science
Inverse molecular design using machine learning: Generative models for matter engineering | Science

Generative Models
Generative Models

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

A fascinating approach to deep generative design | by Dickson Wu | UX  Collective
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
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
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

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
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)
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
Generative Models for Low-Rank Video Representation and Reconstruction | DeepAI

Deep Generative Design: Integration of Topology Optimization and Generative  Models
Deep Generative Design: Integration of Topology Optimization and Generative Models

1. Generative Modeling - Generative Deep Learning [Book]
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

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
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
OptiMol: Optimization of Binding Affinities in Chemical Space for Drug Discovery | Journal of Chemical Information and Modeling