Héctor Andrade-Loarca

According to our database, Héctor Andrade-Loarca authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

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