Celia Cintas

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 38

Top Topics

Personal Information

Pattern Detection

Generative Model

Top Venues

Publications

Hannah Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks. IJCAI (2023)
Girmaw Abebe Tadesse, Celia Cintas, Kush R. Varshney, Peter W. J. Staar, Chinyere Agunwa, Skyler Speakman, Justin Jia, Elizabeth E. Bailey, Ademide Adelekun, Jules Lipoff, Ginikanwa Onyekaba, Jenna C. Lester, Veronica Rotemberg, James Zou, Roxana Daneshjou
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning. npj Digit. Medicine 6 (2023)
Pablo Navarro, Celia Cintas, Manuel J. Lucena, José Manuel Fuertes, Antonio Rueda, Rafael Jesús Segura, Carlos J. Ogáyar-Anguita, Rolando González-José, Claudio Delrieux
IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies. IJCAI (2023)
Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CLIP/FAIMI/EPIMI@MICCAI (2023)
Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CoRR (2023)
Skyler Speakman, Girmaw Abebe Tadesse, Celia Cintas, William Ogallo, Tanya Akumu, Adebayo Oshingbesan
Detecting Systematic Deviations in Data and Models. Computer 56 (2) (2023)
Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam
Domain-agnostic and Multi-level Evaluation of Generative Models. CoRR (2023)
Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse, Adebayo Oshingbesan, Skyler Speakman, Edward McFowland III
Efficient Representation of the Activation Space in Deep Neural Networks. CoRR (2023)
Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman
Weakly Supervised Detection of Hallucinations in LLM Activations. CoRR (2023)
Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. CoRR (2023)
Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. CoRR (2022)
Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. Big Data (2022)
Leonardo Morales, Pablo Navarro, Celia Cintas, Rolando González-José, Virginia Ramallo, Claudio Delrieux
Bulsarapp: Interactive Visual Analysis for Surname Trend Exploration. IEEE Computer Graphics and Applications 42 (4) (2022)
Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam
Pattern detection in the activation space for identifying synthesized content. Pattern Recognit. Lett. 153 (2022)
Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney
Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning. ISBI (2022)
Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning. CoRR (2022)
John Wamburu, Girmaw Abebe Tadesse, Celia Cintas, Adebayo Oshingbesan, Tanya Akumu, Skyler Speakman
Systematic Discovery of Bias in Data. Big Data (2022)
Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning. IJCAI (2022)
Celia Cintas, Payel Das, Brian Quanz, Skyler Speakman, Victor Akinwande, Pin-Yu Chen
Towards creativity characterization of generative models via group-based subset scanning. CoRR (2021)
Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning. CoRR (2021)
Vesna Resende Barros, Victor Akinwande, Itay Manes, Osnat Bar-Shira, Celia Cintas, Yishai Shimoni, Michal Rosen-Zvi
Towards effect estimation of COVID-19 Non-pharmaceutical Interventions. AMIA (2021)
Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam
Pattern Detection in the Activation Space for Identifying Synthesized Content. CoRR (2021)
Celia Cintas, Victor Akinwande, Ramya Raghavendra, Girmaw Abebe Tadesse, Aisha Walcott, Charity Wayua, Fredrick Makumbi, Rhoda Wanyenze, Komminist Weldemariam
Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies. AMIA (2021)
Girmaw Abebe Tadesse, Celia Cintas, Roxana Daneshjou, Kush R. Varshney, Peter Staar, Skyler Speakman, Kenya Andrews, Chinyere Agunwa, Justin Jia, Elizabeth E. Bailey, Jules Lipoff, Ginikanwa Onyekaba, Veronica Rotemberg, Ademide Adelekun, James Y. Zou
Racial Representation Analysis in Dermatology Academic Materials. AMIA (2021)
Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
Fairness of Classifiers Across Skin Tones in Dermatology. MICCAI (6) (2020)
Celia Cintas, Ramya Raghavendra, Victor Akinwande, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation. IJCAI (2020)
Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan
Identifying Audio Adversarial Examples via Anomalous Pattern Detection. CoRR (2020)
Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI (2020)
Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Komminist Weldemariam
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys. CoRR (2020)
Samuel C. Maina, Reginald E. Bryant, William O. Ogallo, Kush R. Varshney, Skyler Speakman, Celia Cintas, Aisha Walcott-Bryant, Robert-Florian Samoilescu, Komminist Weldemariam
Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. ICASSP (2020)
Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets. CoRR (2019)
Samuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas, Sekou L. Remy
Enabling Care Continuity using a Digital Health Wallet. ICHI (2019)
Celia Cintas, Claudio Delrieux, Pablo Navarro, Mirsha Quinto-Sánchez, Bruno Pazos, Rolando González-José
Automatic Ear Detection and Segmentation over Partially Occluded Profile Face Images. J. Comput. Sci. Technol. 19 (01) (2019)
Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models. CoRR (2019)
Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Abdigani Diriye, Komminist Weldemariam
Evaluation of Bias in Sensitive Personal Information Used to Train Financial Models. GlobalSIP (2019)
Celia Cintas, William Ogallo, Aisha Walcott, Sekou L. Remy, Victor Akinwande, Samuel Osebe
Towards neural abstractive clinical trial text summarization with sequence to sequence models. ICHI (2019)
Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Komminist Weldemariam
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models. CoRR (2019)
Celia Cintas, Mirsha Quinto-Sánchez, Victor Acuña, Carolina Paschetta, Soledad de Azevedo, Caio Cesar Silva de Cerqueira, Virginia Ramallo, Carla Gallo, Giovanni Poletti, Maria Catira Bortolini, Samuel Canizales-Quinteros, Francisco Rothhammer, Gabriel Bedoya, Andres Ruiz-Linares, Rolando González-José, Claudio Delrieux
Automatic ear detection and feature extraction using Geometric Morphometrics and convolutional neural networks. IET Biom. 6 (3) (2017)