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Giorgio Giannone

NITO: Neural Implicit Fields for Resolution-free Topology Optimization

Feb 07, 2024
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From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design

Nov 21, 2023
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Learning from Invalid Data: On Constraint Satisfaction in Generative Models

Jun 27, 2023
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Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation

May 29, 2023
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Diffusing the Optimal Topology: A Generative Optimization Approach

Mar 17, 2023
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Unifying Molecular and Textual Representations via Multi-task Language Modelling

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Jan 29, 2023
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GT4SD: Generative Toolkit for Scientific Discovery

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Jul 08, 2022
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Few-Shot Diffusion Models

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May 30, 2022
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Hierarchical Few-Shot Generative Models

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Oct 23, 2021
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Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs

Apr 07, 2020
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