Celia Cintas

According to our database, Celia Cintas authored at least 38 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders.

Ananya Joshi, Celia Cintas, Skyler Speakman

CoRR, June, 2025

Localizing Persona Representations in LLMs.

Celia Cintas, Miriam Rateike, Erik Miehling, Elizabeth Daly, Skyler Speakman

CoRR, May, 2025

2024

Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology.

Assala Benmalek, Celia Cintas, Girmaw Abebe Tadesse, Roxana Daneshjou, Kush R. Varshney, Dalila Cherifi

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa.

Victor Akinwande, Megan MacGregor, Celia Cintas, Ehud Karavani, Dennis Wei, Kush R. Varshney, Pablo A. Nepomnaschy

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Detecting Systematic Deviations in Data and Models.

Skyler Speakman, Girmaw Abebe Tadesse, Celia Cintas, William Ogallo, Tanya Akumu, Adebayo Oshingbesan

Computer, February, 2023

Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning.

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

npj Digit. Medicine, 2023

Efficient Representation of the Activation Space in Deep Neural Networks.

Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse, Adebayo Oshingbesan, Skyler Speakman, Edward McFowland III

CoRR, 2023

Weakly Supervised Detection of Hallucinations in LLM Activations.

Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman

CoRR, 2023

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare.

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.

CoRR, 2023

Domain-agnostic and Multi-level Evaluation of Generative Models.

Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam

CoRR, 2023

IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies.

Pablo Navarro, Celia Cintas, Manuel J. Lucena, José Manuel Fuertes, Antonio Jesús Rueda, Rafael Jesús Segura, Carlos J. Ogáyar-Anguita, Rolando González-José, Claudio Delrieux

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks.

Hannah Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Revisiting Skin Tone Fairness in Dermatological Lesion Classification.

Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

Pattern detection in the activation space for identifying synthesized content.

Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam

Pattern Recognit. Lett., 2022

Bulsarapp: Interactive Visual Analysis for Surname Trend Exploration.

Leonardo Morales, Pablo Navarro, Celia Cintas, Rolando González-José, Virginia Ramallo, Claudio Delrieux

IEEE Computer Graphics and Applications, 2022

Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning.

Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning.

Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Systematic Discovery of Bias in Data.

John Wamburu, Girmaw Abebe Tadesse, Celia Cintas, Adebayo Oshingbesan, Tanya Akumu, Skyler Speakman

Proceedings of the IEEE International Conference on Big Data, 2022

Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data.

Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Towards creativity characterization of generative models via group-based subset scanning.

Celia Cintas, Payel Das, Brian Quanz, Skyler Speakman, Victor Akinwande, Pin-Yu Chen

CoRR, 2021

Racial Representation Analysis in Dermatology Academic Materials.

Girmaw Abebe Tadesse, Celia Cintas, Roxana Daneshjou, Kush R. Varshney, Peter W. J. Staar, Skyler Speakman, Kenya S. Andrews, Chinyere Agunwa, Justin Jia, Elizabeth E. Bailey, Jules Lipoff, Ginikanwa Onyekaba, Veronica Rotemberg, Ademide Adelekun, James Y. Zou

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies.

Celia Cintas, Victor Akinwande, Ramya Raghavendra, Girmaw Abebe Tadesse, Aisha Walcott, Charity Wayua, Fredrick Makumbi, Rhoda Wanyenze, Komminist Weldemariam

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Towards effect estimation of COVID-19 Non-pharmaceutical Interventions.

Vesna Resende Barros, Victor Akinwande, Itay Manes, Osnat Bar-Shira, Celia Cintas, Yishai Shimoni, Michal Rosen-Zvi

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys.

Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Komminist Weldemariam

CoRR, 2020

Identifying Audio Adversarial Examples via Anomalous Pattern Detection.

Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan

CoRR, 2020

Fairness of Classifiers Across Skin Tones in Dermatology.

Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error.

Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation.

Celia Cintas, Ramya Raghavendra, Victor Akinwande, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data.

Samuel C. Maina, Reginald E. Bryant, William O. Ogallo, Kush R. Varshney, Skyler Speakman, Celia Cintas, Aisha Walcott-Bryant, Robert-Florian Samoilescu, Komminist Weldemariam

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Automatic Ear Detection and Segmentation over Partially Occluded Profile Face Images.

Celia Cintas, Claudio Delrieux, Pablo Navarro, Mirsha Quinto-Sánchez, Bruno Pazos, Rolando González-José

J. Comput. Sci. Technol., 2019

Analyzing Bias in Sensitive Personal Information Used to Train Financial Models.

Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Komminist Weldemariam

CoRR, 2019

Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets.

Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney

CoRR, 2019

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models.

Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam

CoRR, 2019

Enabling Care Continuity using a Digital Health Wallet.

Samuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas, Sekou L. Remy

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Towards neural abstractive clinical trial text summarization with sequence to sequence models.

Celia Cintas, William Ogallo, Aisha Walcott, Sekou L. Remy, Victor Akinwande, Samuel Osebe

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Evaluation of Bias in Sensitive Personal Information Used to Train Financial Models.

Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Abdigani Diriye, Komminist Weldemariam

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2017

Deep Landmarking: Reconocimiento automático de estructuras anatómicas por medio de morfometría geométrica

Celia Cintas

PhD thesis, 2017

Automatic ear detection and feature extraction using Geometric Morphometrics and convolutional neural networks.

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

IET Biom., 2017