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Dustin Carrión-Ojeda
PhD student, Technische Universität Darmstadt
Joined
July 2022
Names
Dustin Carrión-Ojeda
(Preferred)
,
Dustin Javier Carrión-Ojeda
Emails
****@gmail.com
(Confirmed)
,
****@visinf.tu-darmstadt.de
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Technische Universität Darmstadt
(tu-darmstadt.de)
2022
–
2026
MS student
Université Paris-Saclay
(universite-paris-saclay.fr)
2021
–
2022
Undergrad student
Yachay Tech University
(yachaytech.edu.ec)
2015
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Simone Schaub-Meyer
2022
–
2026
PhD Advisor
Stefan Roth
2022
–
2026
MSc Advisor
Isabelle Guyon
2021
–
2022
MSc Advisor
Sergio Escalera
2021
–
2022
Expertise
Computer vision
,
meta-learning
,
few-shot learning
2021
–
Present
EEG biometrics
,
signal processing
2017
–
2021
Publications
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation
Dustin Carrión-Ojeda
,
Stefan Roth
,
Simone Schaub-Meyer
LIMIT 2025 Poster
Readers:
Everyone
Position: Continual Learning Should Move Beyond Incremental Classification
Rupert Mitchell
,
Antonio Alliegro
,
Raffaello Camoriano
,
Dustin Carrión-Ojeda
,
Antonio Carta
,
Georgia Chalvatzaki
,
Nikhil Churamani
,
Carlo D'Eramo
,
Samin Hamidi
,
Robin Hesse
,
Fabian Hinder
,
Roshni Ramanna Kamath
,
Vincenzo Lomonaco
,
Subarnaduti Paul
,
Francesca Pistilli
,
Tinne Tuytelaars
,
Gido M van de Ven
,
Kristian Kersting
,
Simone Schaub-Meyer
,
Martin Mundt
Submitted to ICML 2025 Position Paper Track
Readers:
Everyone
Evaluation of features and channels of electroencephalographic signals for biometric systems
Dustin Carrión-Ojeda
,
Paola Martínez-Arias
,
Rigoberto Fonseca-Delgado
,
Israel Pineda
,
Héctor Mejía-Vallejo
EURASIP J. Adv. Signal Process. 2024
Readers:
Everyone
NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results
Dustin Carrión-Ojeda
,
Hong Chen
,
Adrian EL BAZ
,
Sergio Escalera
,
Chaoyu Guan
,
Isabelle M Guyon
,
Ihsan Ullah
,
Xin Wang
,
Wenwu Zhu
06 Apr 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
Ihsan Ullah
,
Dustin Carrión-Ojeda
,
Sergio Escalera
,
Isabelle Guyon
,
Mike Huisman
,
Felix Mohr
,
Jan N. van Rijn
,
Haozhe Sun
,
Joaquin Vanschoren
,
Phan Anh Vu
CoRR 2023
Readers:
Everyone
RADENN: A Domain-Specific Language for the Rapid Development of Neural Networks
Israel Pineda
,
Dustin Carrión-Ojeda
,
Rigoberto Fonseca-Delgado
IEEE Access 2023
Readers:
Everyone
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
Ihsan Ullah
,
Dustin Carrión-Ojeda
,
Sergio Escalera
,
Isabelle M Guyon
,
Mike Huisman
,
Felix Mohr
,
Jan N. van Rijn
,
Haozhe Sun
,
Joaquin Vanschoren
,
Phan Anh Vu
Published: 17 Sept 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Datasets and Benchmarks
Readers:
Everyone
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results
Dustin Carrión-Ojeda
,
Hong Chen
,
Adrian El Baz
,
Sergio Escalera
,
Chaoyu Guan
,
Isabelle Guyon
,
Ihsan Ullah
,
Xin Wang
,
Wenwu Zhu
2022 (modified: 21 Sept 2022)
CoRR 2022
Readers:
Everyone
NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results
Dustin Carrión-Ojeda
,
Hong Chen
,
Adrian El Baz
,
Sergio Escalera
,
Chaoyu Guan
,
Isabelle Guyon
,
Ihsan Ullah
,
Xin Wang
,
Wenwu Zhu
Published: 01 Jan 2022, Last Modified: 04 Oct 2023
Meta-Knowledge Transfer @ ECML/PKDD 2022
Readers:
Everyone
View all 15 publications
Co-Authors
Adrian EL BAZ
Adrian El Baz
Ahmed K. Farahat
Antonio Alliegro
Antonio Carta
Carlo D'Eramo
Chaoyu Guan
Chetan Gupta
Cristhian Iza
Dipanjan Ghosh
Emmanuel Pintelas
Fabian Hinder
Felix Mohr
Francesca Pistilli
Georgia Chalvatzaki
Gido M van de Ven
Haozhe Sun
Hong Chen
Héctor Mejía-Vallejo
Ihsan Ullah
Isabelle Guyon
Isabelle M Guyon
Israel Pineda
Jan N. van Rijn
Jiamin Wu
View all 57 co-authors