Juan Maroñas

Postdoc, Universidad Autónoma de Madrid

Joined

September 2018

Names

Juan Maroñas (Preferred)

Emails

****@gmail.com (Confirmed)

****@prhlt.upv.es (Confirmed)

****@uam.es (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Universidad Autónoma de Madrid (uam.es)

2022 – Present

PhD student

Universidad Politecnica de Valencia (upv.es)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Mode Collapse in Variational Deep Gaussian Processes
Francisco Javier Sáez-Maldonado, Juan Maroñas, Daniel Hernández-Lobato
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification
Juan Maroñas, Daniel Hernández-Lobato
- ICML 2023 Poster
- Readers: Everyone
Transforming Gaussian Processes With Normalizing Flows
Juan Maroñas, Oliver Hamelijnck, Jeremias Knoblauch, Theodoros Damoulas
- 2021 (modified: 29 Sept 2021)
- AISTATS 2021
- Readers: Everyone
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
- 2020 (modified: 29 Sept 2021)
- ICPR 2020
- Readers: Everyone
Calibration of deep probabilistic models with decoupled bayesian neural networks
Juan Maroñas, Roberto Paredes, Daniel Ramos
- 2020 (modified: 29 Sept 2021)
- Neurocomputing 2020
- Readers: Everyone
On Calibration of Mixup Training for Deep Neural Networks
Juan Maroñas, Daniel Ramos, Roberto Paredes
- 2020 (modified: 29 Sept 2021)
- S+SSPR 2020
- Readers: Everyone
Bayesian Strategies for Likelihood Ratio Computation in Forensic Voice Comparison with Automatic Systems
Daniel Ramos, Juan Maroñas, Alicia Lozano-Diez
- 2019 (modified: 29 Sept 2021)
- CoRR 2019
- Readers: Everyone
Generative Models for Deep Learning with Very Scarce Data
Juan Maroñas Molano, Roberto Paredes, Daniel Ramos
- 2018 (modified: 29 Sept 2021)
- CIARP 2018
- Readers: Everyone
Adversarial Ladder Networks
Juan Maroñas Molano, Alberto Albiol Colomer, Roberto Paredes Palacios
- 2016 (modified: 29 Sept 2021)
- CoRR 2016
- Readers: Everyone