Héctor Andrade-Loarca

According to our database, Héctor Andrade-Loarca authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Algebraic Nexus of Fibonacci Forms and Two-Simplex Topology in Multicellular Morphogenesis.

William E. Butler Hoyos, Héctor Andrade-Loarca, Kristopher T. Kahle, Ziv Williams, Elizabeth G. Lamb, Julio Alcántara, Thomas Bernard Kinane, Luis Jesús Turcio Cuevas

Symmetry, May, 2024

2023

Learning Interpretable Queries for Explainable Image Classification with Information Pursuit.

Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan, Héctor Andrade-Loarca, Gitta Kutyniok, René Vidal

CoRR, 2023

PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators.

Héctor Andrade-Loarca, Julius Hege, Aras Bacho, Gitta Kutyniok

CoRR, 2023

Explaining Image Classifiers with Multiscale Directional Image Representation.

Stefan Kolek, Robert Windesheim, Héctor Andrade-Loarca, Gitta Kutyniok, Ron Levie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Applied microlocal analysis of deep neural networks for inverse problems.

Héctor Andrade-Loarca

PhD thesis, 2022

CoShNet: A Hybird Complex Valued Neural Network using Shearlets.

Manny Ko, Ujjawal K. Panchal, Héctor Andrade-Loarca, Andres Mendez-Vazquez

CoRR, 2022

2021

Deep Microlocal Reconstruction for Limited-Angle Tomography.

Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem, Philipp Petersen

CoRR, 2021

2020

tfShearlab: The TensorFlow Digital Shearlet Transform for Deep Learning.

Héctor Andrade-Loarca, Gitta Kutyniok

CoRR, 2020

2019

Extraction of Digital Wavefront Sets Using Applied Harmonic Analysis and Deep Neural Networks.

Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem, Philipp Petersen

SIAM J. Imaging Sci., 2019

Shearlets as Feature Extractor for Semantic Edge Detection: The Model-Based and Data-Driven Realm.

Héctor Andrade-Loarca, Gitta Kutyniok, Ozan Öktem

CoRR, 2019