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Generalization of generative model for neuronal ensemble inference method
Published 2023-01-01Get full text
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3D Conformational Generative Models for Biological Structures Using Graph Information-Embedded Relative Coordinates
Published 2022-12-01Subjects: Get full text
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23
Upmix B-Format Ambisonic Room Impulse Responses Using a Generative Model
Published 2023-10-01Subjects: Get full text
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Generative models as computational assays for psychiatry
Published 2023-03-01“…Such computational assays are often based on generative models, which describe how measured data may be caused by a particular mechanism. …”
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VEHICLE OWNERSHIP AND TRIP GENERATION MODELLING
Published 2007-01-01Subjects: Get full text
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On generative models as the basis for digital twins
Published 2021-01-01Subjects: Get full text
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The Synthesizability of Molecules Proposed by Generative Models
Published 2021“…To highlight the severity of this issue, we use a data-driven computer-aided synthesis planning program to quantify how often molecules proposed by state-of-the-art generative models cannot be readily synthesized. Our analysis demonstrates that there are several tasks for which these models generate unrealistic molecular structures despite performing well on popular quantitative benchmarks. …”
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The Synthesizability of Molecules Proposed by Generative Models
Published 2022“…To highlight the severity of this issue, we use a data-driven computer-aided synthesis planning program to quantify how often molecules proposed by state-of-the-art generative models cannot be readily synthesized. Our analysis demonstrates that there are several tasks for which these models generate unrealistic molecular structures despite performing well on popular quantitative benchmarks. …”
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Generative Models for Automatic Chemical Design
Published 2022“…In this chapter, we examine the way in which current deep generative models are addressing the inverse chemical discovery paradigm. …”
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Book chapter -
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Generative Models for Automatic Chemical Design
Published 2022“…In this chapter, we examine the way in which current deep generative models are addressing the inverse chemical discovery paradigm. …”
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Book -
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Deep generative models for peptide design
Published 2022“…<jats:p>We present a review of deep generative models and their applications in peptide design.…”
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Generative Models for Domain-Specific Summarization
Published 2023“…This project evaluates the performance of generative models of summarization in aviation safety domain. …”
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Thesis -
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Intertemporal separability in overlapping generations models
Published 2011Get full text
Working Paper -
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Generative models for speech emotion synthesis
Published 2019Get full text
Final Year Project (FYP) -
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Riemannian score-based generative modelling
Published 2023“…Score-based generative models (SGMs) are a powerful class of generative models that exhibit remarkable empirical performance.Score-based generative modelling (SGM) consists of a noising'' stage, whereby a diffusion is used to gradually add Gaussian noise to data, and a generative model, which entails adenoising'' process defined by approximating the time-reversal of the diffusion. …”
Conference item