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@article{DBLP:journals/patterns/RootesMurdyPKRQCLCCJGHK24,
  author       = {Kelly Rootes{-}Murdy and
                  Sandeep R. Panta and
                  Ross Kelly and
                  Javier Tomas Romero and
                  Yann Quid{\'{e}} and
                  Murray J. Cairns and
                  C. M. Loughland and
                  Vaughan J. Carr and
                  Stanley V. Catts and
                  Assen Jablensky and
                  Melissa J. Green and
                  Frans Henskens and
                  Dylan Kiltschewskij and
                  Patricia T. Michie and
                  Bryan J. Mowry and
                  Christos Pantelis and
                  Paul E. Rasser and
                  William R. Reay and
                  Ulrich Schall and
                  Rodney J. Scott and
                  Oliver J. Watkeys and
                  Gloria M. P. Roberts and
                  Philip B. Mitchell and
                  Janice M. Fullerton and
                  Bronwyn J. Overs and
                  Masataka Kikuchi and
                  Ryota Hashimoto and
                  Junya Matsumoto and
                  Masaki Fukunaga and
                  Perminder S. Sachdev and
                  Henry Brodaty and
                  Wei Wen and
                  Jiyang Jiang and
                  Negar Fani and
                  Timothy D. Ely and
                  Adriana Lorio and
                  Jennifer S. Stevens and
                  Kerry J. Ressler and
                  Tanja Jovanovic and
                  Sanne J. H. van Rooij and
                  Lydia M. Federmann and
                  Christiane Jockwitz and
                  Alexander Teumer and
                  Andreas J. Forstner and
                  Svenja Caspers and
                  Sven Cichon and
                  Sergey M. Plis and
                  Anand D. Sarwate and
                  Vince D. Calhoun},
  title        = {Cortical similarities in psychiatric and mood disorders identified
                  in federated {VBM} analysis via {COINSTAC}},
  journal      = {Patterns},
  volume       = {5},
  number       = {7},
  pages        = {100987},
  year         = {2024}
}
@article{DBLP:journals/tmlr/HallRWCDR24,
  author       = {Melissa Hall and
                  Candace Ross and
                  Adina Williams and
                  Nicolas Carion and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {{DIG} In: Evaluating Disparities in Image Generations with Indicators
                  for Geographic Diversity},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2024},
  year         = {2024}
}
@inproceedings{DBLP:conf/fat/HallBRWDR24,
  author       = {Melissa Hall and
                  Samuel J. Bell and
                  Candace Ross and
                  Adina Williams and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Towards Geographic Inclusion in the Evaluation of Text-to-Image Models},
  booktitle    = {FAccT},
  pages        = {585--601},
  publisher    = {{ACM}},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2401-01990,
  author       = {Aarash Feizi and
                  Randall Balestriero and
                  Adriana Romero{-}Soriano and
                  Reihaneh Rabbany},
  title        = {{GPS-SSL:} Guided Positive Sampling to Inject Prior Into Self-Supervised
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2401.01990},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2403-14421,
  author       = {Jonathan Lebensold and
                  Maziar Sanjabi and
                  Pietro Astolfi and
                  Adriana Romero{-}Soriano and
                  Kamalika Chaudhuri and
                  Mike Rabbat and
                  Chuan Guo},
  title        = {{DP-RDM:} Adapting Diffusion Models to Private Domains Without Fine-Tuning},
  journal      = {CoRR},
  volume       = {abs/2403.14421},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2403-17804,
  author       = {Oscar Ma{\~{n}}as and
                  Pietro Astolfi and
                  Melissa Hall and
                  Candace Ross and
                  Jack Urbanek and
                  Adina Williams and
                  Aishwarya Agrawal and
                  Adriana Romero{-}Soriano and
                  Michal Drozdzal},
  title        = {Improving Text-to-Image Consistency via Automatic Prompt Optimization},
  journal      = {CoRR},
  volume       = {abs/2403.17804},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2405-04457,
  author       = {Melissa Hall and
                  Samuel J. Bell and
                  Candace Ross and
                  Adina Williams and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Towards Geographic Inclusion in the Evaluation of Text-to-Image Models},
  journal      = {CoRR},
  volume       = {abs/2405.04457},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2406-04551,
  author       = {Reyhane Askari Hemmat and
                  Melissa Hall and
                  Alicia Sun and
                  Candace Ross and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Improving Geo-diversity of Generated Images with Contextualized Vendi
                  Score Guidance},
  journal      = {CoRR},
  volume       = {abs/2406.04551},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2406-10429,
  author       = {Pietro Astolfi and
                  Marl{\`{e}}ne Careil and
                  Melissa Hall and
                  Oscar Ma{\~{n}}as and
                  Matthew J. Muckley and
                  Jakob Verbeek and
                  Adriana Romero{-}Soriano and
                  Michal Drozdzal},
  title        = {Consistency-diversity-realism Pareto fronts of conditional image generative
                  models},
  journal      = {CoRR},
  volume       = {abs/2406.10429},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2406-11988,
  author       = {Abhishek Sureddy and
                  Dishant Padalia and
                  Nandhinee Periyakaruppa and
                  Oindrila Saha and
                  Adina Williams and
                  Adriana Romero{-}Soriano and
                  Megan Richards and
                  Polina Kirichenko and
                  Melissa Hall},
  title        = {Decomposed evaluations of geographic disparities in text-to-image
                  models},
  journal      = {CoRR},
  volume       = {abs/2406.11988},
  year         = {2024}
}
@article{DBLP:journals/access/McNamaraCGFCCFY23,
  author       = {Joseph McNamara and
                  Daniel Camps{-}Mur and
                  Meysam Goodarzi and
                  Hilary Frank and
                  Lorena Chinchilla{-}Romero and
                  Ferran Ca{\~{n}}ellas and
                  Adriana Fern{\'{a}}ndez{-}Fern{\'{a}}ndez and
                  Shuangyi Yan},
  title        = {{NLP} Powered Intent Based Network Management for Private 5G Networks},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {36642--36657},
  year         = {2023}
}
@article{DBLP:journals/tmlr/FiniARVD23,
  author       = {Enrico Fini and
                  Pietro Astolfi and
                  Adriana Romero{-}Soriano and
                  Jakob Verbeek and
                  Michal Drozdzal},
  title        = {Improved baselines for vision-language pre-training},
  journal      = {Trans. Mach. Learn. Res.},
  volume       = {2023},
  year         = {2023}
}
@inproceedings{DBLP:conf/aaai/BasuLRP23,
  author       = {Sumana Basu and
                  Marc{-}Andr{\'{e}} Legault and
                  Adriana Romero{-}Soriano and
                  Doina Precup},
  title        = {On the Challenges of Using Reinforcement Learning in Precision Drug
                  Dosing: Delay and Prolongedness of Action Effects},
  booktitle    = {{AAAI}},
  pages        = {14102--14109},
  publisher    = {{AAAI} Press},
  year         = {2023}
}
@inproceedings{DBLP:conf/icml/Ma0LRDCTL23,
  author       = {Liheng Ma and
                  Chen Lin and
                  Derek Lim and
                  Adriana Romero{-}Soriano and
                  Puneet K. Dokania and
                  Mark Coates and
                  Philip H. S. Torr and
                  Ser{-}Nam Lim},
  title        = {Graph Inductive Biases in Transformers without Message Passing},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {23321--23337},
  publisher    = {{PMLR}},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2301-00512,
  author       = {Sumana Basu and
                  Marc{-}Andr{\'{e}} Legault and
                  Adriana Romero{-}Soriano and
                  Doina Precup},
  title        = {On the Challenges of using Reinforcement Learning in Precision Drug
                  Dosing: Delay and Prolongedness of Action Effects},
  journal      = {CoRR},
  volume       = {abs/2301.00512},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-07960,
  author       = {Bahare Fatemi and
                  Quentin Duval and
                  Rohit Girdhar and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Learning to Substitute Ingredients in Recipes},
  journal      = {CoRR},
  volume       = {abs/2302.07960},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2303-09677,
  author       = {Pietro Astolfi and
                  Arantxa Casanova and
                  Jakob Verbeek and
                  Pascal Vincent and
                  Adriana Romero{-}Soriano and
                  Michal Drozdzal},
  title        = {Instance-Conditioned {GAN} Data Augmentation for Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2303.09677},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2304-13722,
  author       = {Arantxa Casanova and
                  Marl{\`{e}}ne Careil and
                  Adriana Romero{-}Soriano and
                  Christopher J. Pal and
                  Jakob Verbeek and
                  Michal Drozdzal},
  title        = {Controllable Image Generation via Collage Representations},
  journal      = {CoRR},
  volume       = {abs/2304.13722},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2305-08675,
  author       = {Enrico Fini and
                  Pietro Astolfi and
                  Adriana Romero{-}Soriano and
                  Jakob Verbeek and
                  Michal Drozdzal},
  title        = {Improved baselines for vision-language pre-training},
  journal      = {CoRR},
  volume       = {abs/2305.08675},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2305-17589,
  author       = {Liheng Ma and
                  Chen Lin and
                  Derek Lim and
                  Adriana Romero{-}Soriano and
                  Puneet K. Dokania and
                  Mark Coates and
                  Philip H. S. Torr and
                  Ser{-}Nam Lim},
  title        = {Graph Inductive Biases in Transformers without Message Passing},
  journal      = {CoRR},
  volume       = {abs/2305.17589},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-06198,
  author       = {Melissa Hall and
                  Candace Ross and
                  Adina Williams and
                  Nicolas Carion and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {{DIG} In: Evaluating Disparities in Image Generations with Indicators
                  for Geographic Diversity},
  journal      = {CoRR},
  volume       = {abs/2308.06198},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2310-00158,
  author       = {Reyhane Askari Hemmat and
                  Mohammad Pezeshki and
                  Florian Bordes and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Feedback-guided Data Synthesis for Imbalanced Classification},
  journal      = {CoRR},
  volume       = {abs/2310.00158},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2312-08578,
  author       = {Jack Urbanek and
                  Florian Bordes and
                  Pietro Astolfi and
                  Mary Williamson and
                  Vasu Sharma and
                  Adriana Romero{-}Soriano},
  title        = {A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style
                  Models on Dense Captions},
  journal      = {CoRR},
  volume       = {abs/2312.08578},
  year         = {2023}
}
@inproceedings{DBLP:conf/embc/CespedesRRLZC22,
  author       = {Sofia Cespedes and
                  Sara Rua and
                  Adriana Romero and
                  Andres Lopez and
                  Uriel Zapata and
                  Fanny L. Casado},
  title        = {Biomechanical in silico evaluation of a 3D novel total hip implant
                  with cemented fixation using finite elements},
  booktitle    = {{EMBC}},
  pages        = {2523--2526},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/fat/GoyalRHSU22,
  author       = {Priya Goyal and
                  Adriana Romero{-}Soriano and
                  Caner Hazirbas and
                  Levent Sagun and
                  Nicolas Usunier},
  title        = {Fairness Indicators for Systematic Assessments of Visual Feature Extractors},
  booktitle    = {FAccT},
  pages        = {70--88},
  publisher    = {{ACM}},
  year         = {2022}
}
@inproceedings{DBLP:conf/midl/BakkerMRDP22,
  author       = {Tim Bakker and
                  Matthew J. Muckley and
                  Adriana Romero{-}Soriano and
                  Michal Drozdzal and
                  Luis Pineda},
  title        = {On learning adaptive acquisition policies for undersampled multi-coil
                  {MRI} reconstruction},
  booktitle    = {{MIDL}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {172},
  pages        = {63--85},
  publisher    = {{PMLR}},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2202-07603,
  author       = {Priya Goyal and
                  Adriana Romero{-}Soriano and
                  Caner Hazirbas and
                  Levent Sagun and
                  Nicolas Usunier},
  title        = {Fairness Indicators for Systematic Assessments of Visual Feature Extractors},
  journal      = {CoRR},
  volume       = {abs/2202.07603},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2203-16392,
  author       = {Tim Bakker and
                  Matthew J. Muckley and
                  Adriana Romero{-}Soriano and
                  Michal Drozdzal and
                  Luis Pineda},
  title        = {On learning adaptive acquisition policies for undersampled multi-coil
                  {MRI} reconstruction},
  journal      = {CoRR},
  volume       = {abs/2203.16392},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2207-10200,
  author       = {Aarash Feizi and
                  Arantxa Casanova and
                  Adriana Romero{-}Soriano and
                  Reihaneh Rabbany},
  title        = {Revisiting Hotels-50K and Hotel-ID},
  journal      = {CoRR},
  volume       = {abs/2207.10200},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2210-00978,
  author       = {Edward J. Smith and
                  Michal Drozdzal and
                  Derek Nowrouzezahrai and
                  David Meger and
                  Adriana Romero{-}Soriano},
  title        = {Uncertainty-Driven Active Vision for Implicit Scene Reconstruction},
  journal      = {CoRR},
  volume       = {abs/2210.00978},
  year         = {2022}
}
@article{DBLP:journals/ploscb/HaelewatersHR21,
  author       = {Danny Haelewaters and
                  Tina A. Hofmann and
                  Adriana L. Romero{-}Olivares},
  title        = {Ten simple rules for Global North researchers to stop perpetuating
                  helicopter research in the Global South},
  journal      = {PLoS Comput. Biol.},
  volume       = {17},
  number       = {8},
  year         = {2021}
}
@article{DBLP:journals/tfs/Silva-RomeroAAE21,
  author       = {Juan Jes{\'{u}}s Silva{-}Romero and
                  Adriana Del Carmen Tellez Anguiano and
                  Juan Anzurez Mar{\'{\i}}n and
                  Ricardo Fabricio Escobar{-}Jim{\'{e}}nez and
                  Mario Heras{-}Cervantes},
  title        = {Fuzzy {FDI} System for Flyback Converters},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {29},
  number       = {10},
  pages        = {2859--2868},
  year         = {2021}
}
@article{DBLP:journals/tim/RomeroRCYS21,
  author       = {Dillam Jossue Diaz Romero and
                  Adriana Maria Rios Rincon and
                  Antonio Miguel Cruz and
                  Nicholas Yee and
                  Eleni Stroulia},
  title        = {Recognizing Emotional States With Wearables While Playing a Serious
                  Game},
  journal      = {{IEEE} Trans. Instrum. Meas.},
  volume       = {70},
  pages        = {1--12},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/CasanovaCVDR21,
  author       = {Arantxa Casanova and
                  Marl{\`{e}}ne Careil and
                  Jakob Verbeek and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Instance-Conditioned {GAN}},
  booktitle    = {NeurIPS},
  pages        = {27517--27529},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/KnyazevDTR21,
  author       = {Boris Knyazev and
                  Michal Drozdzal and
                  Graham W. Taylor and
                  Adriana Romero{-}Soriano},
  title        = {Parameter Prediction for Unseen Deep Architectures},
  booktitle    = {NeurIPS},
  pages        = {29433--29448},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/ReddySMRSH21,
  author       = {Charan Reddy and
                  Deepak Sharma and
                  Soroush Mehri and
                  Adriana Romero{-}Soriano and
                  Samira Shabanian and
                  Sina Honari},
  title        = {Benchmarking Bias Mitigation Algorithms in Representation Learning
                  through Fairness Metrics},
  booktitle    = {NeurIPS Datasets and Benchmarks},
  year         = {2021}
}
@inproceedings{DBLP:conf/nips/SmithMPCMRD21,
  author       = {Edward J. Smith and
                  David Meger and
                  Luis Pineda and
                  Roberto Calandra and
                  Jitendra Malik and
                  Adriana Romero{-}Soriano and
                  Michal Drozdzal},
  title        = {Active 3D Shape Reconstruction from Vision and Touch},
  booktitle    = {NeurIPS},
  pages        = {16064--16078},
  year         = {2021}
}
@inproceedings{DBLP:conf/pakdd/MaRR21,
  author       = {Liheng Ma and
                  Reihaneh Rabbany and
                  Adriana Romero{-}Soriano},
  title        = {Graph Attention Networks with Positional Embeddings},
  booktitle    = {{PAKDD} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12712},
  pages        = {514--527},
  publisher    = {Springer},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2105-04037,
  author       = {Liheng Ma and
                  Reihaneh Rabbany and
                  Adriana Romero{-}Soriano},
  title        = {Graph Attention Networks with Positional Embeddings},
  journal      = {CoRR},
  volume       = {abs/2105.04037},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2107-09584,
  author       = {Edward J. Smith and
                  David Meger and
                  Luis Pineda and
                  Roberto Calandra and
                  Jitendra Malik and
                  Adriana Romero and
                  Michal Drozdzal},
  title        = {Active 3D Shape Reconstruction from Vision and Touch},
  journal      = {CoRR},
  volume       = {abs/2107.09584},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2109-05070,
  author       = {Arantxa Casanova and
                  Marl{\`{e}}ne Careil and
                  Jakob Verbeek and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Instance-Conditioned {GAN}},
  journal      = {CoRR},
  volume       = {abs/2109.05070},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2110-13100,
  author       = {Boris Knyazev and
                  Michal Drozdzal and
                  Graham W. Taylor and
                  Adriana Romero{-}Soriano},
  title        = {Parameter Prediction for Unseen Deep Architectures},
  journal      = {CoRR},
  volume       = {abs/2110.13100},
  year         = {2021}
}
@inproceedings{DBLP:conf/aredu/VacaALBC20,
  author       = {Edgar Iv{\'{a}}n De la Cruz Vaca and
                  Edgar Roberto Salazar Achig and
                  Jonathan Alexis Romero L{\'{o}}pez and
                  Adriana Estefan{\'{\i}}a Tigselema Benavides and
                  Jacson Javier Rodriguez Conde},
  title        = {Numerical methods for handling robotic arms using augmented reality},
  booktitle    = {AREdu},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2731},
  pages        = {176--192},
  publisher    = {CEUR-WS.org},
  year         = {2020}
}
@inproceedings{DBLP:conf/ghtc/GacharnaOGPZCAR20,
  author       = {Tito Alberto Nuncira Gacharna and
                  Adriana Beltran Ostos and
                  M{\'{o}}nica Andrea Lopez Gonzalez and
                  Joaquin Jose Avila Pallares and
                  Valentina Romero Zuluaga and
                  Natalia Andrea Duran Castro and
                  Erick David Daleman Amaya and
                  Yeison Javier Fonseca Rojas and
                  Hernando Hernandez Silva and
                  John Alvaro Rueda Forero and
                  Joffre Alejandro Guzm{\'{a}}n Laguna and
                  Angel Jesus Estrada Anaya and
                  Maria Eugenia Lambertinez Rivera and
                  Holman David Vasquez amado and
                  Vanessa Hernandez V{\'{a}}squez},
  title        = {Development of Smartband to Monitor from Home the Vital Signs for
                  Patients with {SARS} {COV} 2 Through a Mobile Application from the
                  Central Military Hospital {(HOMIL)} Bogota 2020},
  booktitle    = {{GHTC}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/miccai/PinedaBRCD20,
  author       = {Luis Pineda and
                  Sumana Basu and
                  Adriana Romero and
                  Roberto Calandra and
                  Michal Drozdzal},
  title        = {Active {MR} k-space Sampling with Reinforcement Learning},
  booktitle    = {{MICCAI} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12262},
  pages        = {23--33},
  publisher    = {Springer},
  year         = {2020}
}
@inproceedings{DBLP:conf/nips/SmithCRGMMD20,
  author       = {Edward J. Smith and
                  Roberto Calandra and
                  Adriana Romero and
                  Georgia Gkioxari and
                  David Meger and
                  Jitendra Malik and
                  Michal Drozdzal},
  title        = {3D Shape Reconstruction from Vision and Touch},
  booktitle    = {NeurIPS},
  year         = {2020}
}
@inproceedings{DBLP:conf/swarm/Lis-GutierrezLG20,
  author       = {Jenny{-}Paola Lis{-}Guti{\'{e}}rrez and
                  Melissa Lis{-}Guti{\'{e}}rrez and
                  Adriana Patricia Gallego{-}Torres and
                  Vladimir Alfonso Ballesteros Ballesteros and
                  Manuel Francisco Romero Ospina},
  title        = {Use of the Industrial Property System in Colombia {(2018):} {A} Supervised
                  Learning Application},
  booktitle    = {{ICSI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12145},
  pages        = {506--514},
  publisher    = {Springer},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2001-08311,
  author       = {Mikel Menta and
                  Adriana Romero and
                  Joost van de Weijer},
  title        = {Learning to adapt class-specific features across domains for semantic
                  segmentation},
  journal      = {CoRR},
  volume       = {abs/2001.08311},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2007-03778,
  author       = {Edward J. Smith and
                  Roberto Calandra and
                  Adriana Romero and
                  Georgia Gkioxari and
                  David Meger and
                  Jitendra Malik and
                  Michal Drozdzal},
  title        = {3D Shape Reconstruction from Vision and Touch},
  journal      = {CoRR},
  volume       = {abs/2007.03778},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2007-10469,
  author       = {Luis Pineda and
                  Sumana Basu and
                  Adriana Romero and
                  Roberto Calandra and
                  Michal Drozdzal},
  title        = {Active {MR} k-space Sampling with Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2007.10469},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2007-13483,
  author       = {Levent Sagun and
                  {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
                  Adriana Romero and
                  Negar Rostamzadeh and
                  Stefano Sarao Mannelli},
  title        = {Post-Workshop Report on Science meets Engineering in Deep Learning,
                  NeurIPS 2019, Vancouver},
  journal      = {CoRR},
  volume       = {abs/2007.13483},
  year         = {2020}
}
@article{DBLP:journals/corr/abs-2012-04027,
  author       = {Arantxa Casanova and
                  Michal Drozdzal and
                  Adriana Romero{-}Soriano},
  title        = {Generating unseen complex scenes: are we there yet?},
  journal      = {CoRR},
  volume       = {abs/2012.04027},
  year         = {2020}
}
@inproceedings{DBLP:conf/cvpr/SalvadorDNR19,
  author       = {Amaia Salvador and
                  Michal Drozdzal and
                  Xavier Gir{\'{o}}{-}i{-}Nieto and
                  Adriana Romero},
  title        = {Inverse Cooking: Recipe Generation From Food Images},
  booktitle    = {{CVPR}},
  pages        = {10453--10462},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/cvpr/ZhangRMVYD19,
  author       = {Zizhao Zhang and
                  Adriana Romero and
                  Matthew J. Muckley and
                  Pascal Vincent and
                  Lin Yang and
                  Michal Drozdzal},
  title        = {Reducing Uncertainty in Undersampled {MRI} Reconstruction With Active
                  Acquisition},
  booktitle    = {{CVPR}},
  pages        = {2049--2058},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/icml/SmithFRM19,
  author       = {Edward J. Smith and
                  Scott Fujimoto and
                  Adriana Romero and
                  David Meger},
  title        = {GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {5866--5876},
  publisher    = {{PMLR}},
  year         = {2019}
}
@inproceedings{DBLP:conf/miccai/BasuWZCRP19,
  author       = {Sumana Basu and
                  Konrad Wagstyl and
                  Azar Zandifar and
                  D. Louis Collins and
                  Adriana Romero and
                  Doina Precup},
  title        = {Early Prediction of Alzheimer's Disease Progression Using Variational
                  Autoencoders},
  booktitle    = {{MICCAI} {(4)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11767},
  pages        = {205--213},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/mindcare/RomeroMBDDGB19,
  author       = {Sonia Romero and
                  Adriana Mira and
                  Juana Bret{\'{o}}n{-}L{\'{o}}pez and
                  Amanda D{\'{\i}}az{-}Garc{\'{\i}}a and
                  Laura D{\'{\i}}az{-}Sanahuja and
                  Azucena Garc{\'{\i}}a{-}Palacios and
                  Cristina Botella},
  title        = {An Internet-Based Intervention for Depressive Symptoms: Preliminary
                  Data on the Contribution of Behavioral Activation and Positive Psychotherapy
                  Strategies},
  booktitle    = {MindCare},
  series       = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
                  and Telecommunications Engineering},
  volume       = {288},
  pages        = {129--146},
  publisher    = {Springer},
  year         = {2019}
}
@inproceedings{DBLP:conf/sbcci/ArevaloLRTP19,
  author       = {Adriana Arevalo and
                  Romain Liautard and
                  Daniel Romero and
                  Lionel Trojman and
                  Luis{-}Miguel Procel},
  title        = {New insight for next generation {SRAM:} tunnel {FET} versus FinFET
                  for different topologies},
  booktitle    = {{SBCCI}},
  pages        = {11},
  publisher    = {{ACM}},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1901-11461,
  author       = {Edward J. Smith and
                  Scott Fujimoto and
                  Adriana Romero and
                  David Meger},
  title        = {GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects},
  journal      = {CoRR},
  volume       = {abs/1901.11461},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1902-03051,
  author       = {Zizhao Zhang and
                  Adriana Romero and
                  Matthew J. Muckley and
                  Pascal Vincent and
                  Lin Yang and
                  Michal Drozdzal},
  title        = {Reducing Uncertainty in Undersampled {MRI} Reconstruction with Active
                  Acquisition},
  journal      = {CoRR},
  volume       = {abs/1902.03051},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1904-05709,
  author       = {Luis Pineda and
                  Amaia Salvador and
                  Michal Drozdzal and
                  Adriana Romero},
  title        = {Elucidating image-to-set prediction: An analysis of models, losses
                  and datasets},
  journal      = {CoRR},
  volume       = {abs/1904.05709},
  year         = {2019}
}
@article{DBLP:journals/corr/abs-1907-08175,
  author       = {Terrance DeVries and
                  Adriana Romero and
                  Luis Pineda and
                  Graham W. Taylor and
                  Michal Drozdzal},
  title        = {On the Evaluation of Conditional GANs},
  journal      = {CoRR},
  volume       = {abs/1907.08175},
  year         = {2019}
}
@article{DBLP:journals/mia/DrozdzalCVSDTRB18,
  author       = {Michal Drozdzal and
                  Gabriel Chartrand and
                  Eugene Vorontsov and
                  Mahsa Shakeri and
                  Lisa Di{-}Jorio and
                  An Tang and
                  Adriana Romero and
                  Yoshua Bengio and
                  Chris Pal and
                  Samuel Kadoury},
  title        = {Learning normalized inputs for iterative estimation in medical image
                  segmentation},
  journal      = {Medical Image Anal.},
  volume       = {44},
  pages        = {1--13},
  year         = {2018}
}
@inproceedings{DBLP:conf/cvpr/CasanovaCDRB18,
  author       = {Arantxa Casanova and
                  Guillem Cucurull and
                  Michal Drozdzal and
                  Adriana Romero and
                  Yoshua Bengio},
  title        = {On the Iterative Refinement of Densely Connected Representation Levels
                  for Semantic Segmentation},
  booktitle    = {{CVPR} Workshops},
  pages        = {978--987},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/cvpr/DemirBRST18,
  author       = {Ilke Demir and
                  Dena Bazazian and
                  Adriana Romero and
                  Viktoriia Sharmanska and
                  Lyne P. Tchapmi},
  title        = {WiCV 2018: The Fourth Women in Computer Vision Workshop},
  booktitle    = {{CVPR} Workshops},
  pages        = {1860--1862},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018}
}
@inproceedings{DBLP:conf/iclr/VelickovicCCRLB18,
  author       = {Petar Velickovic and
                  Guillem Cucurull and
                  Arantxa Casanova and
                  Adriana Romero and
                  Pietro Li{\`{o}} and
                  Yoshua Bengio},
  title        = {Graph Attention Networks},
  booktitle    = {{ICLR} (Poster)},
  publisher    = {OpenReview.net},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1804-11332,
  author       = {Arantxa Casanova and
                  Guillem Cucurull and
                  Michal Drozdzal and
                  Adriana Romero and
                  Yoshua Bengio},
  title        = {On the iterative refinement of densely connected representation levels
                  for semantic segmentation},
  journal      = {CoRR},
  volume       = {abs/1804.11332},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1811-08839,
  author       = {Jure Zbontar and
                  Florian Knoll and
                  Anuroop Sriram and
                  Matthew J. Muckley and
                  Mary Bruno and
                  Aaron Defazio and
                  Marc Parente and
                  Krzysztof J. Geras and
                  Joe Katsnelson and
                  Hersh Chandarana and
                  Zizhao Zhang and
                  Michal Drozdzal and
                  Adriana Romero and
                  Michael G. Rabbat and
                  Pascal Vincent and
                  James Pinkerton and
                  Duo Wang and
                  Nafissa Yakubova and
                  Erich Owens and
                  C. Lawrence Zitnick and
                  Michael P. Recht and
                  Daniel K. Sodickson and
                  Yvonne W. Lui},
  title        = {fastMRI: An Open Dataset and Benchmarks for Accelerated {MRI}},
  journal      = {CoRR},
  volume       = {abs/1811.08839},
  year         = {2018}
}
@article{DBLP:journals/corr/abs-1812-06164,
  author       = {Amaia Salvador and
                  Michal Drozdzal and
                  Xavier Gir{\'{o}}{-}i{-}Nieto and
                  Adriana Romero},
  title        = {Inverse Cooking: Recipe Generation from Food Images},
  journal      = {CoRR},
  volume       = {abs/1812.06164},
  year         = {2018}
}
@article{DBLP:journals/biodb/Gutierrez-Sacristan17,
  author       = {Alba Guti{\'{e}}rrez{-}Sacrist{\'{a}}n and
                  {\`{A}}lex Bravo and
                  Marta Portero{-}Tresserra and
                  Olga Valverde and
                  Antonio Armario and
                  M. C. Blanco{-}Gand{\'{\i}}a and
                  Adriana Farr{\'{e}} and
                  Lierni Fern{\'{a}}ndez{-}Ibarrondo and
                  Francina Fonseca and
                  Jes{\'{u}}s Giraldo and
                  Angela Leis and
                  Anna Man{\'{e}} and
                  Miguel Angel Mayer and
                  Sandra Montagud{-}Romero and
                  Roser Nadal and
                  Jordi Ortiz and
                  Francisco Javier Pavon and
                  Ezequiel Perez and
                  Marta Rodr{\'{\i}}guez{-}Arias and
                  Antonia Serrano and
                  Marta Torrens and
                  Vincent Warnault and
                  Ferran Sanz and
                  Laura I. Furlong},
  title        = {Text mining and expert curation to develop a database on psychiatric
                  diseases and their genes},
  journal      = {Database J. Biol. Databases Curation},
  volume       = {2017},
  pages        = {bax043},
  year         = {2017}
}
@inproceedings{DBLP:conf/cvpr/JegouDVRB17,
  author       = {Simon J{\'{e}}gou and
                  Michal Drozdzal and
                  David V{\'{a}}zquez and
                  Adriana Romero and
                  Yoshua Bengio},
  title        = {The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for
                  Semantic Segmentation},
  booktitle    = {{CVPR} Workshops},
  pages        = {1175--1183},
  publisher    = {{IEEE} Computer Society},
  year         = {2017}
}
@inproceedings{DBLP:conf/dihu/PimentelRSRGBOR17,
  author       = {Miriam Pe{\~{n}}a Pimentel and
                  Paola Ricaurte and
                  Adriana {\'{A}}lvarez S{\'{a}}nchez and
                  Esteban Romero{-}Fr{\'{\i}}as and
                  Crist{\'{o}}bal Su{\'{a}}rez Guerrero and
                  Virginia Brussa and
                  Enedina Ortega and
                  Ana Teresa Morales Rodr{\'{\i}}guez and
                  Alberto Ram{\'{\i}}rez Martinell},
  title        = {Humanidades Digitales en Iberoam{\'{e}}rica: desaf{\'{\i}}os
                  institucionales para su desarrollo y consolidaci{\'{o}}n},
  booktitle    = {{DH}},
  publisher    = {Alliance of Digital Humanities Organizations {(ADHO)}},
  year         = {2017}
}
@inproceedings{DBLP:conf/iclr/RomeroCESADLDHB17,
  author       = {Adriana Romero and
                  Pierre Luc Carrier and
                  Akram Erraqabi and
                  Tristan Sylvain and
                  Alex Auvolat and
                  Etienne Dejoie and
                  Marc{-}Andr{\'{e}} Legault and
                  Marie{-}Pierre Dub{\'{e}} and
                  Julie G. Hussin and
                  Yoshua Bengio},
  title        = {Diet Networks: Thin Parameters for Fat Genomics},
  booktitle    = {{ICLR} (Poster)},
  publisher    = {OpenReview.net},
  year         = {2017}
}
@article{DBLP:journals/corr/DrozdzalCVDTRBP17,
  author       = {Michal Drozdzal and
                  Gabriel Chartrand and
                  Eugene Vorontsov and
                  Lisa Di{-}Jorio and
                  An Tang and
                  Adriana Romero and
                  Yoshua Bengio and
                  Chris Pal and
                  Samuel Kadoury},
  title        = {Learning Normalized Inputs for Iterative Estimation in Medical Image
                  Segmentation},
  journal      = {CoRR},
  volume       = {abs/1702.05174},
  year         = {2017}
}
@article{DBLP:journals/corr/RomeroDEJB17,
  author       = {Adriana Romero and
                  Michal Drozdzal and
                  Akram Erraqabi and
                  Simon J{\'{e}}gou and
                  Yoshua Bengio},
  title        = {Image Segmentation by Iterative Inference from Conditional Score Estimation},
  journal      = {CoRR},
  volume       = {abs/1705.07450},
  year         = {2017}
}
@article{DBLP:journals/corr/abs-1710-10903,
  author       = {Petar Velickovic and
                  Guillem Cucurull and
                  Arantxa Casanova and
                  Adriana Romero and
                  Pietro Li{\`{o}} and
                  Yoshua Bengio},
  title        = {Graph Attention Networks},
  journal      = {CoRR},
  volume       = {abs/1710.10903},
  year         = {2017}
}
@article{DBLP:journals/ijitdm/BarriosFNRAP16,
  author       = {Miguel Angel Ortiz Barrios and
                  Fabio De Felice and
                  Kevin Parra Negrete and
                  Brandon Aleman Romero and
                  Adriana Yaruro Arenas and
                  Antonella Petrillo},
  title        = {An AHP-Topsis Integrated Model for Selecting the Most Appropriate
                  Tomography Equipment},
  journal      = {Int. J. Inf. Technol. Decis. Mak.},
  volume       = {15},
  number       = {4},
  pages        = {861--886},
  year         = {2016}
}
@article{DBLP:journals/jcisd/GalanoPCMMRIRLH16,
  author       = {Annia Galano and
                  Adriana P{\'{e}}rez{-}Gonz{\'{a}}lez and
                  Romina Casta{\~{n}}eda{-}Arriaga and
                  Leonardo Mu{\~{n}}oz{-}Rugeles and
                  Gabriela Mendoza{-}Sarmiento and
                  Antonio Romero{-}Silva and
                  Agustin Ibarra{-}Escutia and
                  Aida Mariana Rebollar{-}Zepeda and
                  Jorge Rafael Le{\'{o}}n{-}Carmona and
                  Manuel Alejandro Hern{\'{a}}ndez{-}Olivares and
                  Juan Ra{\'{u}}l Alvarez{-}Idaboy},
  title        = {Empirically Fitted Parameters for Calculating p\emph{K}\({}_{\mbox{a}}\)
                  Values with Small Deviations from Experiments Using a Simple Computational
                  Strategy},
  journal      = {J. Chem. Inf. Model.},
  volume       = {56},
  number       = {9},
  pages        = {1714--1724},
  year         = {2016}
}
@article{DBLP:journals/staeors/Campos-Taberner16,
  author       = {Manuel Campos{-}Taberner and
                  Adriana Romero{-}Soriano and
                  Carlo Gatta and
                  Gustau Camps{-}Valls and
                  Adrien Lagrange and
                  Bertrand Le Saux and
                  Anne Beaup{\`{e}}re and
                  Alexandre Boulch and
                  Adrien Chan{-}Hon{-}Tong and
                  St{\'{e}}phane Herbin and
                  Hicham Randrianarivo and
                  Marin Ferecatu and
                  Michal Shimoni and
                  Gabriele Moser and
                  Devis Tuia},
  title        = {Processing of Extremely High-Resolution LiDAR and {RGB} Data: Outcome
                  of the 2015 {IEEE} {GRSS} Data Fusion Contest-Part {A:} 2-D Contest},
  journal      = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume       = {9},
  number       = {12},
  pages        = {5547--5559},
  year         = {2016}
}
@article{DBLP:journals/tgrs/RomeroGC16,
  author       = {Adriana Romero and
                  Carlo Gatta and
                  Gustau Camps{-}Valls},
  title        = {Unsupervised Deep Feature Extraction for Remote Sensing Image Classification},
  journal      = {{IEEE} Trans. Geosci. Remote. Sens.},
  volume       = {54},
  number       = {3},
  pages        = {1349--1362},
  year         = {2016}
}
@inproceedings{DBLP:conf/cvpr/VisinRCMCKBC16,
  author       = {Francesco Visin and
                  Adriana Romero and
                  Kyunghyun Cho and
                  Matteo Matteucci and
                  Marco Ciccone and
                  Kyle Kastner and
                  Yoshua Bengio and
                  Aaron C. Courville},
  title        = {ReSeg: {A} Recurrent Neural Network-Based Model for Semantic Segmentation},
  booktitle    = {{CVPR} Workshops},
  pages        = {426--433},
  publisher    = {{IEEE} Computer Society},
  year         = {2016}
}
@inproceedings{DBLP:conf/educon/GomezTMHGR16,
  author       = {H{\'{e}}ctor F. G{\'{o}}mez A. and
                  Susana Alexandra Arias Tapia and
                  Silvia Elena Malo Mart{\'{\i}}nez and
                  V{\'{\i}}ctor Hern{\'{a}}ndez del Salto and
                  Javier S{\'{a}}nchez Guerrero and
                  Adriana Romero Reinoso},
  title        = {A methodology for identifying attributes of academic excellence based
                  on a 20/80 Pareto distribution},
  booktitle    = {{EDUCON}},
  pages        = {1207--1211},
  publisher    = {{IEEE}},
  year         = {2016}
}
@inproceedings{DBLP:conf/smbm/Gutierrez-Sacristan16,
  author       = {Alba Guti{\'{e}}rrez{-}Sacrist{\'{a}}n and
                  {\`{A}}lex Bravo and
                  Marta Portero{-}Tresserra and
                  Olga Valverde and
                  Antonio Armario and
                  M. C. Blanco{-}Gand{\'{\i}}a and
                  Adriana Farr{\'{e}} and
                  Lierni Fern{\'{a}}ndez{-}Ibarrondo and
                  Francina Fonseca and
                  Jes{\'{u}}s Giraldo and
                  Angela Leis and
                  Anna Man{\'{e}} and
                  Miguel Angel Mayer and
                  Sandra Montagud{-}Romero and
                  Roser Nadal and
                  Jordi Ortiz and
                  Francisco Javier Pavon and
                  Ezequiel Perez and
                  Marta Rodr{\'{\i}}guez{-}Arias and
                  Antonia Serrano and
                  Marta Torrens and
                  Vincent Warnault and
                  Ferran Sanz and
                  Laura I. Furlong},
  title        = {Text Mining and Expert Curation to Develop a Database on Psychiatric
                  Diseases and their Genes},
  booktitle    = {{SMBM}},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1650},
  pages        = {48--55},
  publisher    = {CEUR-WS.org},
  year         = {2016}
}
@article{DBLP:journals/corr/Al-RfouAAa16,
  author       = {Rami Al{-}Rfou and
                  Guillaume Alain and
                  Amjad Almahairi and
                  Christof Angerm{\"{u}}ller and
                  Dzmitry Bahdanau and
                  Nicolas Ballas and
                  Fr{\'{e}}d{\'{e}}ric Bastien and
                  Justin Bayer and
                  Anatoly Belikov and
                  Alexander Belopolsky and
                  Yoshua Bengio and
                  Arnaud Bergeron and
                  James Bergstra and
                  Valentin Bisson and
                  Josh Bleecher Snyder and
                  Nicolas Bouchard and
                  Nicolas Boulanger{-}Lewandowski and
                  Xavier Bouthillier and
                  Alexandre de Br{\'{e}}bisson and
                  Olivier Breuleux and
                  Pierre Luc Carrier and
                  Kyunghyun Cho and
                  Jan Chorowski and
                  Paul F. Christiano and
                  Tim Cooijmans and
                  Marc{-}Alexandre C{\^{o}}t{\'{e}} and
                  Myriam C{\^{o}}t{\'{e}} and
                  Aaron C. Courville and
                  Yann N. Dauphin and
                  Olivier Delalleau and
                  Julien Demouth and
                  Guillaume Desjardins and
                  Sander Dieleman and
                  Laurent Dinh and
                  Melanie Ducoffe and
                  Vincent Dumoulin and
                  Samira Ebrahimi Kahou and
                  Dumitru Erhan and
                  Ziye Fan and
                  Orhan Firat and
                  Mathieu Germain and
                  Xavier Glorot and
                  Ian J. Goodfellow and
                  Matthew Graham and
                  {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
                  Philippe Hamel and
                  Iban Harlouchet and
                  Jean{-}Philippe Heng and
                  Bal{\'{a}}zs Hidasi and
                  Sina Honari and
                  Arjun Jain and
                  S{\'{e}}bastien Jean and
                  Kai Jia and
                  Mikhail Korobov and
                  Vivek Kulkarni and
                  Alex Lamb and
                  Pascal Lamblin and
                  Eric Larsen and
                  C{\'{e}}sar Laurent and
                  Sean Lee and
                  Simon Lefran{\c{c}}ois and
                  Simon Lemieux and
                  Nicholas L{\'{e}}onard and
                  Zhouhan Lin and
                  Jesse A. Livezey and
                  Cory Lorenz and
                  Jeremiah Lowin and
                  Qianli Ma and
                  Pierre{-}Antoine Manzagol and
                  Olivier Mastropietro and
                  Robert McGibbon and
                  Roland Memisevic and
                  Bart van Merri{\"{e}}nboer and
                  Vincent Michalski and
                  Mehdi Mirza and
                  Alberto Orlandi and
                  Christopher Joseph Pal and
                  Razvan Pascanu and
                  Mohammad Pezeshki and
                  Colin Raffel and
                  Daniel Renshaw and
                  Matthew Rocklin and
                  Adriana Romero and
                  Markus Roth and
                  Peter Sadowski and
                  John Salvatier and
                  Fran{\c{c}}ois Savard and
                  Jan Schl{\"{u}}ter and
                  John Schulman and
                  Gabriel Schwartz and
                  Iulian Vlad Serban and
                  Dmitriy Serdyuk and
                  Samira Shabanian and
                  {\'{E}}tienne Simon and
                  Sigurd Spieckermann and
                  S. Ramana Subramanyam and
                  Jakub Sygnowski and
                  J{\'{e}}r{\'{e}}mie Tanguay and
                  Gijs van Tulder and
                  Joseph P. Turian and
                  Sebastian Urban and
                  Pascal Vincent and
                  Francesco Visin and
                  Harm de Vries and
                  David Warde{-}Farley and
                  Dustin J. Webb and
                  Matthew Willson and
                  Kelvin Xu and
                  Lijun Xue and
                  Li Yao and
                  Saizheng Zhang and
                  Ying Zhang},
  title        = {Theano: {A} Python framework for fast computation of mathematical
                  expressions},
  journal      = {CoRR},
  volume       = {abs/1605.02688},
  year         = {2016}
}
@article{DBLP:journals/corr/JegouDVRB16,
  author       = {Simon J{\'{e}}gou and
                  Michal Drozdzal and
                  David V{\'{a}}zquez and
                  Adriana Romero and
                  Yoshua Bengio},
  title        = {The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for
                  Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/1611.09326},
  year         = {2016}
}
@article{DBLP:journals/corr/RomeroCESADLDHB16,
  author       = {Adriana Romero and
                  Pierre Luc Carrier and
                  Akram Erraqabi and
                  Tristan Sylvain and
                  Alex Auvolat and
                  Etienne Dejoie and
                  Marc{-}Andr{\'{e}} Legault and
                  Marie{-}Pierre Dub{\'{e}} and
                  Julie G. Hussin and
                  Yoshua Bengio},
  title        = {Diet Networks: Thin Parameters for Fat Genomic},
  journal      = {CoRR},
  volume       = {abs/1611.09340},
  year         = {2016}
}
@article{DBLP:journals/corr/VazquezBSFLRDC16,
  author       = {David V{\'{a}}zquez and
                  Jorge Bernal and
                  Francisco Javier S{\'{a}}nchez and
                  Gloria Fern{\'{a}}ndez{-}Esparrach and
                  Antonio M. L{\'{o}}pez and
                  Adriana Romero and
                  Michal Drozdzal and
                  Aaron C. Courville},
  title        = {A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images},
  journal      = {CoRR},
  volume       = {abs/1612.00799},
  year         = {2016}
}
@article{DBLP:journals/pami/RomeroRG15,
  author       = {Adriana Romero and
                  Petia Radeva and
                  Carlo Gatta},
  title        = {Meta-Parameter Free Unsupervised Sparse Feature Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {37},
  number       = {8},
  pages        = {1716--1722},
  year         = {2015}
}
@inproceedings{DBLP:conf/igarss/Campos-Taberner15b,
  author       = {Manuel Campos{-}Taberner and
                  Adriana Romero and
                  Carlo Gatta and
                  Gustau Camps{-}Valls},
  title        = {Shared feature representations of LiDAR and optical images: Trading
                  sparsity for semantic discrimination},
  booktitle    = {{IGARSS}},
  pages        = {4169--4172},
  publisher    = {{IEEE}},
  year         = {2015}
}
@inproceedings{DBLP:journals/corr/RomeroBKCGB14,
  author       = {Adriana Romero and
                  Nicolas Ballas and
                  Samira Ebrahimi Kahou and
                  Antoine Chassang and
                  Carlo Gatta and
                  Yoshua Bengio},
  title        = {FitNets: Hints for Thin Deep Nets},
  booktitle    = {{ICLR} (Poster)},
  year         = {2015}
}
@article{DBLP:journals/corr/RomeroGC15,
  author       = {Adriana Romero and
                  Carlo Gatta and
                  Gustau Camps{-}Valls},
  title        = {Unsupervised Deep Feature Extraction for Remote Sensing Image Classification},
  journal      = {CoRR},
  volume       = {abs/1511.08131},
  year         = {2015}
}
@inproceedings{DBLP:conf/cvpr/GattaRW14,
  author       = {Carlo Gatta and
                  Adriana Romero and
                  Joost van de Weijer},
  title        = {Unrolling Loopy Top-Down Semantic Feedback in Convolutional Deep Networks},
  booktitle    = {{CVPR} Workshops},
  pages        = {504--511},
  publisher    = {{IEEE} Computer Society},
  year         = {2014}
}
@inproceedings{DBLP:conf/visapp/IwashitaRBCP14,
  author       = {Adriana S. Iwashita and
                  Marcos V. T. Romero and
                  Alexandro Baldassin and
                  Kelton A. P. Costa and
                  Jo{\~{a}}o P. Papa},
  title        = {Training Optimum-Path Forest on Graphics Processing Units},
  booktitle    = {{VISAPP} {(2)}},
  pages        = {581--588},
  publisher    = {SciTePress},
  year         = {2014}
}
@inproceedings{DBLP:conf/visapp/RomeroIPSP14,
  author       = {Marcos V. T. Romero and
                  Adriana S. Iwashita and
                  Luciene P. Papa and
                  Andr{\'{e}} N. de Souza and
                  Jo{\~{a}}o P. Papa},
  title        = {Fast Optimum-Path Forest Classification on Graphics Processors},
  booktitle    = {{VISAPP} {(2)}},
  pages        = {627--631},
  publisher    = {SciTePress},
  year         = {2014}
}
@inproceedings{DBLP:conf/whispers/RomeroGC14,
  author       = {Adriana Romero and
                  Carlo Gatta and
                  Gustavo Camps{-}Valls},
  title        = {Unsupervised deep feature extraction of hyperspectral images},
  booktitle    = {{WHISPERS}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2014}
}
@article{DBLP:journals/corr/RomeroRG14,
  author       = {Adriana Romero and
                  Petia Radeva and
                  Carlo Gatta},
  title        = {No more meta-parameter tuning in unsupervised sparse feature learning},
  journal      = {CoRR},
  volume       = {abs/1402.5766},
  year         = {2014}
}
@inproceedings{DBLP:conf/ibpria/RomeroG13,
  author       = {Adriana Romero and
                  Carlo Gatta},
  title        = {Do We Really Need All These Neurons?},
  booktitle    = {IbPRIA},
  series       = {Lecture Notes in Computer Science},
  volume       = {7887},
  pages        = {460--467},
  publisher    = {Springer},
  year         = {2013}
}
@inproceedings{DBLP:conf/miccai/PetkovRSRG12,
  author       = {Simeon Petkov and
                  Adriana Romero and
                  Xavier Carrillo Suarez and
                  Petia Radeva and
                  Carlo Gatta},
  title        = {Robust and Accurate Diaphragm Border Detection in Cardiac X-Ray Angiographies},
  booktitle    = {{STACOM}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7746},
  pages        = {225--234},
  publisher    = {Springer},
  year         = {2012}
}
@inproceedings{DBLP:conf/iccv/SerradellRLGM11,
  author       = {Eduard Serradell and
                  Adriana Romero and
                  Ruben Leta and
                  Carlo Gatta and
                  Francesc Moreno{-}Noguer},
  title        = {Simultaneous correspondence and non-rigid 3D reconstruction of the
                  coronary tree from single X-ray images},
  booktitle    = {{ICCV}},
  pages        = {850--857},
  publisher    = {{IEEE} Computer Society},
  year         = {2011}
}
@article{DBLP:journals/csi/Tellez-AnguianoRAAJ09,
  author       = {Adriana Del Carmen Tellez Anguiano and
                  F. Rivas{-}Cruz and
                  Carlos{-}M. Astorga{-}Zaragoza and
                  Efra{\'{\i}}n Alcorta{-}Garc{\'{\i}}a and
                  David Ju{\'{a}}rez{-}Romero},
  title        = {Process control interface system for a distillation plant},
  journal      = {Comput. Stand. Interfaces},
  volume       = {31},
  number       = {2},
  pages        = {471--479},
  year         = {2009}
}
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