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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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