Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation.

Dustin Carrión-Ojeda Dustin Carrión-Ojeda Stefan Roth 0001 Simone Schaub-Meyer Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation. 267-283 2025 DAGM GCPR https://doi.org/10.1007/978-3-032-12840-9_18 conf/dagm/2025 db/conf/dagm/gcpr2025.html#CarrionOjedaRS25 streams/conf/dagm

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 Kamath Vincenzo Lomonaco Subarnaduti Paul Francesca Pistilli Tinne Tuytelaars Gido M. van de Ven Kristian Kersting Simone Schaub-Meyer Martin Mundt Continual Learning Should Move Beyond Incremental Classification. 2025 February abs/2502.11927 CoRR https://doi.org/10.48550/arXiv.2502.11927 db/journals/corr/corr2502.html#abs-2502-11927 streams/journals/corr

Maria Santos-Villafranca Dustin Carrión-Ojeda Alejandro Pérez-Yus Jesus Bermudez-Cameo Josechu J. Guerrero Simone Schaub-Meyer Knowledge Distillation for Multimodal Egocentric Action Recognition Robust to Missing Modalities. 2025 April abs/2504.08578 CoRR https://doi.org/10.48550/arXiv.2504.08578 db/journals/corr/corr2504.html#abs-2504-08578 streams/journals/corr

Dustin Carrión-Ojeda Stefan Roth 0001 Simone Schaub-Meyer Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation. 2025 July abs/2507.23642 CoRR https://doi.org/10.48550/arXiv.2507.23642 db/journals/corr/corr2507.html#abs-2507-23642 streams/journals/corr

Dustin Carrión-Ojeda Paola Martínez-Arias Rigoberto Fonseca-Delgado Israel Pineda Héctor Mejía-Vallejo Evaluation of features and channels of electroencephalographic signals for biometric systems. 58 2024 December 2024 EURASIP J. Adv. Signal Process. 1 https://doi.org/10.1186/s13634-024-01155-x db/journals/ejasp/ejasp2024.html#CarrionOjedaMFPM24

Israel Pineda Dustin Carrión-Ojeda Rigoberto Fonseca-Delgado RADENN: A Domain-Specific Language for the Rapid Development of Neural Networks. 86727-86738 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3301575 db/journals/access/access11.html#PinedaCF23

Ihsan Ullah Dustin Carrión-Ojeda Sergio Escalera Isabelle Guyon Mike Huisman Felix Mohr Jan N. van Rijn Haozhe Sun Joaquin Vanschoren Phan Anh Vu Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. 2023 abs/2302.08909 CoRR https://doi.org/10.48550/arXiv.2302.08909 db/journals/corr/corr2302.html#abs-2302-08909

Dustin Carrión-Ojeda Hong Chen 0011 Adrian El Baz Sergio Escalera Chaoyu Guan Isabelle Guyon Ihsan Ullah Xin Wang 0019 Wenwu Zhu 0001 NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. 24-37 2022 Meta-Knowledge Transfer @ ECML/PKDD https://proceedings.mlr.press/v191/carrion-ojeda22a.html conf/ecml/2022metaknow db/conf/ecml/metaknow2022.html#Carrion-OjedaCB22 Ihsan Ullah Dustin Carrión-Ojeda Sergio Escalera Isabelle Guyon Mike Huisman Felix Mohr Jan N. van Rijn Haozhe Sun Joaquin Vanschoren Phan Anh Vu Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/1585da86b5a3c4fb15520a2b3682051f-Abstract-Datasets_and_Benchmarks.html db/conf/nips/neurips2022.html#UllahCEGHMRSVV22

Dustin Carrión-Ojeda Hong Chen 0011 Adrian El Baz Sergio Escalera Chaoyu Guan Isabelle Guyon Ihsan Ullah Xin Wang 0019 Wenwu Zhu 0001 NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results. 2022 abs/2208.14686 CoRR https://doi.org/10.48550/arXiv.2208.14686 db/journals/corr/corr2208.html#abs-2208-14686

Dustin Carrión-Ojeda Cristhian Iza Mónica Aguilar-Igartua Performance Evaluation of Dissemination Protocols Over Vehicular Networks for an Automatic Speed Fine System. 103244-103257 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3097908 db/journals/access/access9.html#Carrion-OjedaIA21

Dustin Carrión-Ojeda Rigoberto Fonseca-Delgado Israel Pineda Analysis of factors that influence the performance of biometric systems based on EEG signals. 113967 2021 165 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2020.113967 db/journals/eswa/eswa165.html#Carrion-OjedaFP21

Dustin Carrión-Ojeda Paola Martínez-Arias Rigoberto Fonseca-Delgado Israel Pineda EBAPy: A Python framework for analyzing the factors that have an influence in the performance of EEG-based applications. 100062 2021 8 Softw. Impacts https://doi.org/10.1016/j.simpa.2021.100062 https://www.wikidata.org/entity/Q122486252 db/journals/simpa/simpa8.html#Carrion-OjedaMF21

Dustin Carrión-Ojeda Mahbubul Alam Sergio Escalera Ahmed K. Farahat Dipanjan Ghosh Maria Teresa Gonzalez Diaz Chetan Gupta 0001 Isabelle Guyon Joël Roman Ky Xian Yeow Lee Xin Liu Felix Mohr Manh Hung Nguyen Emmanuel Pintelas Stefan Roth 0001 Simone Schaub-Meyer Haozhe Sun Ihsan Ullah Joaquin Vanschoren Lasitha Vidyaratne Jiamin Wu Xiaotian Yin NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. 50-72 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v220/carrion-ojeda22a.html conf/nips/2022demo db/conf/nips/demo2022.html#CarrionOjedaAEFGDGGKLLMNPRSSUVVWY21 Dustin Carrión-Ojeda Héctor Mejía-Vallejo Rigoberto Fonseca-Delgado Pilar Gómez-Gil Manuel Ramírez-Cortés A method for studying how much time of EEG recording is needed to have a good user identification. 1-6 2019 LA-CCI https://doi.org/10.1109/LA-CCI47412.2019.9037054 conf/lacci/2019 db/conf/lacci/lacci2019.html#Carrion-OjedaMF19 Mónica Aguilar-Igartua Mahbubul Alam Antonio Alliegro Adrian El Baz Jesus Bermudez-Cameo Raffaello Camoriano Antonio Carta Georgia Chalvatzaki Hong Chen 0011 Nikhil Churamani Carlo D'Eramo Maria Teresa Gonzalez Diaz Sergio Escalera Ahmed K. Farahat Rigoberto FonsecaRigoberto Fonseca-Delgado Dipanjan Ghosh Pilar Gómez-Gil Chaoyu Guan Josechu J. Guerrero Chetan Gupta 0001 Isabelle Guyon Samin Hamidi Robin Hesse Fabian Hinder Mike Huisman Roshni Kamath Kristian Kersting Joël Roman Ky Xian Yeow Lee Xin Liu Vincenzo Lomonaco Paola Martínez-Arias Héctor Mejía-Vallejo Rupert Mitchell Felix Mohr Martin Mundt Manh Hung Nguyen Cristhian Iza ParedesCristhian Iza Subarnaduti Paul Alejandro Pérez-Yus Israel Pineda Emmanuel Pintelas Francesca Pistilli Juan Manuel Ramírez-CortésManuel Ramírez-Cortés Jan N. van Rijn Stefan Roth 0001 Maria Santos-Villafranca Simone Schaub-Meyer Haozhe Sun Tinne Tuytelaars Ihsan Ullah Joaquin Vanschoren Gido M. van de Ven Lasitha Vidyaratne Phan Anh Vu Xin Wang 0019 Jiamin Wu Xiaotian Yin Wenwu Zhu 0001