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General Science

Working Paper

Why good generative models categorize?

Serge Dolgikh

Version 1 posted 20 January 2021

128

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Computer Science

Working Paper

Biologically Feasible Generative Neural Network Architecture with Effective Concept Learning Capacity

Serge Dolgikh

Version 1 posted 13 December 2021

89

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Chemistry

Working Paper

Multiscale reactive model for 1,3,5-triamino-2,4,6-trinitrobenzene inferred by reactive MD simulations and unsupervised learning

Paul Lafourcade, Jean-Bernard Maillet, Jérôme Roche, Michael Sakano, Brenden Hamilton, Alejandro Strachan

Version 1 posted 14 June 2023

136

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Computer Science

Working Paper

Can Jellyfish Dream? Conceptual Representations in Unsupervised Generative Learning

Serge Dolgikh

Version 1 posted 15 April 2021

229

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4

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Chemistry

Working Paper

ULaMDyn: Enhancing Excited-State Dynamics Analysis Through Streamlined Unsupervised Learning

Max Pinheiro Jr., Matheus O. Bispo, Rafael S. Mattos, Mariana Telles do Casal, Bidhan Chandra Garain, Josene M. Toldo, Saikat Mukherjee, Mario Barbatti

Version 1 posted 21 October 2024

176

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Chemistry

Working Paper

Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations

Robin Winter, Floriane Montanari, Frank Noé, Djork-Arné Clevert

Version 1 posted 30 July 2018

1,602

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Computer Science

Working Paper

Synchronized Conceptual Representations in Generative Learning

Serge Dolgikh

Version 1 posted 24 December 2020

116

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1

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Chemistry

Working Paper

A Database Framework for Rapid Screening of Structure-Function Relationships in PFAS Chemistry

An Su, Krishna Rajan

Version 1 posted 01 July 2020

407

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Computer Science

Working Paper

Unsupervised Generative Learning and Native Explanatory Frameworks

Serge Dolgikh

Version 1 posted 20 November 2020

151

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1

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Chemistry

Working Paper

Improving machine learning performance on small chemical reaction data with unsupervised contrastive pretraining

Mingjian Wen, Samuel M. Blau, Xiaowei Xie, Shyam Dwaraknath, Kristin A. Persson

Version 2 posted 11 January 2022

733

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16 results in Unsupervised learning in Keywords: Unsupervised learning

Why good generative models categorize?

Biologically Feasible Generative Neural Network Architecture with Effective Concept Learning Capacity

Multiscale reactive model for 1,3,5-triamino-2,4,6-trinitrobenzene inferred by reactive MD simulations and unsupervised learning

Can Jellyfish Dream? Conceptual Representations in Unsupervised Generative Learning

ULaMDyn: Enhancing Excited-State Dynamics Analysis Through Streamlined Unsupervised Learning

Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations

Synchronized Conceptual Representations in Generative Learning

A Database Framework for Rapid Screening of Structure-Function Relationships in PFAS Chemistry

Unsupervised Generative Learning and Native Explanatory Frameworks

Improving machine learning performance on small chemical reaction data with unsupervised contrastive pretraining

16 results in Keywords: Unsupervised learning