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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

Microsoft Research Unveils Three Efforts to Advance Deep Generative Models - KDnuggets
Microsoft Research Unveils Three Efforts to Advance Deep Generative Models - KDnuggets

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

Harvard & University of Toronto Researchers Apply Deep Generative Models to Inverse Molecular Design | by Synced | SyncedReview | Medium
Harvard & University of Toronto Researchers Apply Deep Generative Models to Inverse Molecular Design | by Synced | SyncedReview | Medium

Optimizing generative models of bacterial, fungal, and plant... | Download Scientific Diagram
Optimizing generative models of bacterial, fungal, and plant... | Download Scientific Diagram

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

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

PDF] Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining | Semantic Scholar
PDF] Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining | Semantic Scholar

Embedding High-dimensional Bayesian Optimization via Generative Modeling - Parameter Personalization of Cardiac Electrophysiological Models | Pradeep Bajracharya
Embedding High-dimensional Bayesian Optimization via Generative Modeling - Parameter Personalization of Cardiac Electrophysiological Models | Pradeep Bajracharya

Shao-Hua Sun on Twitter: "I implemented a novel generative model Generative Latent Optimization (GLO) in @tensorflow proposed by FAIR https://t.co/L51P8BWbHW https://t.co/J0rFRMl0xU" / Twitter
Shao-Hua Sun on Twitter: "I implemented a novel generative model Generative Latent Optimization (GLO) in @tensorflow proposed by FAIR https://t.co/L51P8BWbHW https://t.co/J0rFRMl0xU" / Twitter

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

Deep generative models for ligand‐based de novo design applied to multi‐parametric optimization - Perron - 2022 - Journal of Computational Chemistry - Wiley Online Library
Deep generative models for ligand‐based de novo design applied to multi‐parametric optimization - Perron - 2022 - Journal of Computational Chemistry - Wiley Online Library

Learning to Learn with Generative Models of Neural Network Checkpoints", Peebles et al. 2022 ('G.pt' diffusion model outperforms gradient-based optimization for single-step NN weight updates; includes scaling study) : r/mlscaling
Learning to Learn with Generative Models of Neural Network Checkpoints", Peebles et al. 2022 ('G.pt' diffusion model outperforms gradient-based optimization for single-step NN weight updates; includes scaling study) : r/mlscaling

Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | DeepAI
Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19 | DeepAI

Graph-based generative models for de Novo drug design - ScienceDirect
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
An illustration of different generative models discussed in the paper:... | Download High-Quality Scientific Diagram

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

Generative Models
Generative Models

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

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

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

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

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