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Carles Casacuberta

Full Professor

University of Barcelona

Spain

Research Interests

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Professors in Spain Professors in Deep Learning Deep Learning professors in Spain

Articles (15)

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2026

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2026

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2026

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2026

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2026

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2026

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2026

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2026

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2026

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2026

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2024

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2023

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2023

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2023

Collaborators (4)

M. Ángeles Serrano

ICREA Research Professor and Associate Professor

Instituciò Catalana de Recerca i Estudis Avancats

SPAIN

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Sergio Escalera

Aalborg University

DENMARK

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Ignasi Cos

Serra-Húnter Assistant Professor

University of Barcelona

SPAIN

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Oriol Pujol

Catedrático de Universidad

University of Barcelona

SPAIN

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Carles Casacuberta

Research Interests

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Articles (15)

Correction: Reconstruction of univariate functions from directional persistence diagrams

Reconstruction of univariate functions from directional persistence diagrams

Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis

Challenges in Deep Learning

Challenges, Future Directions, and Conclusions

Deep Learning

Input and Output Spaces

Internal Representations and Activations

Introduction

Topological Data Analysis

Training Dynamics and Loss Functions

Predicting the generalization gap in neural networks using topological data analysis

A topological classifier to characterize brain states: When shape matters more than variance

Importance attribution in neural networks by means of persistence landscapes of time series

Cohomological Localizations and Set-Theoretical Reflection

Collaborators (4)

M. Ángeles Serrano

Sergio Escalera

Ignasi Cos

Oriol Pujol

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