Andrea Asperti

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upvoted 8 papers about 2 months ago

Space-Variant Total Variation boosted by learning techniques in few-view tomographic imaging

Paper • 2404.16900 • Published Apr 25, 2024 • 1

Adaptive Weighted Total Variation boosted by learning techniques in few-view tomographic imaging

Paper • 2501.09845 • Published Jan 16 • 1

Controlling Ensemble Variance in Diffusion Models: An Application for Reanalyses Downscaling

Paper • 2501.14822 • Published Jan 21 • 1

A data-dependent regularization method based on the graph Laplacian

Paper • 2312.16936 • Published Dec 28, 2023 • 1

RISING a new framework for few-view tomographic image reconstruction with deep learning

Paper • 2201.09777 • Published Jan 24, 2022 • 1

To be or not to be stable, that is the question: understanding neural networks for inverse problems

Paper • 2211.13692 • Published Nov 24, 2022 • 1

Ambiguity in solving imaging inverse problems with deep learning based operators

Paper • 2305.19774 • Published May 31, 2023 • 1

Language Models Are Implicitly Continuous

Paper • 2504.03933 • Published Apr 4 • 3

authored 12 papers 2 months ago

Dissecting FLOPs along input dimensions for GreenAI cost estimations

Paper • 2107.11949 • Published Jul 26, 2021

MicroRacer: a didactic environment for Deep Reinforcement Learning

Paper • 2203.10494 • Published Mar 20, 2022 • 1

Thinking Machines: Mathematical Reasoning in the Age of LLMs

Paper • 2508.00459 • Published Aug 1 • 1

Precipitation nowcasting with generative diffusion models

Paper • 2308.06733 • Published Aug 13, 2023

A Critical Assessment of Modern Generative Models' Ability to Replicate Artistic Styles

Paper • 2502.15856 • Published Feb 21 • 1

Deep Learning for Sea Surface Temperature Reconstruction under Cloud Occlusion

Paper • 2412.03413 • Published Dec 4, 2024 • 1

A Notion of Complexity for Theory of Mind via Discrete World Models

Paper • 2406.11911 • Published Jun 16, 2024 • 1

Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models

Paper • 2401.15469 • Published Jan 27, 2024 • 1

Image Embedding for Denoising Generative Models

Paper • 2301.07485 • Published Dec 30, 2022

Comparing the latent space of generative models

Paper • 2207.06812 • Published Jul 14, 2022

Syllabification of the Divine Comedy

Paper • 2010.13515 • Published Oct 26, 2020 • 1

Balancing reconstruction error and Kullback-Leibler divergence in Variational Autoencoders

Paper • 2002.07514 • Published Feb 18, 2020 • 1