Albuquerque, Isabela

12 publications

ICLR 2025 Century: A Framework and Dataset for Evaluating Historical Contextualisation of Sensitive Images Canfer Akbulut, Kevin Robinson, Maribeth Rauh, Isabela Albuquerque, Olivia Wiles, Laura Weidinger, Verena Rieser, Yana Hasson, Nahema Marchal, Iason Gabriel, William Isaac, Lisa Anne Hendricks

ICLR 2025 Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Rating Olivia Wiles, Chuhan Zhang, Isabela Albuquerque, Ivana Kajic, Su Wang, Emanuele Bugliarello, Yasumasa Onoe, Pinelopi Papalampidi, Ira Ktena, Christopher Knutsen, Cyrus Rashtchian, Anant Nawalgaria, Jordi Pont-Tuset, Aida Nematzadeh

NeurIPSW 2024 Century: A Dataset of Sensitive Historical Images Canfer Akbulut, Kevin Robinson, Maribeth Rauh, Isabela Albuquerque, Olivia Wiles, Laura Weidinger, Verena Rieser, Yana Hasson, Nahema Marchal, Iason Gabriel, William Isaac, Lisa Anne Hendricks

ICML 2024 Evaluating Model Bias Requires Characterizing Its Mistakes Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Ali Taylan Cemgil, Sven Gowal, Olivia Wiles

ICLRW 2024 Evaluating Model Bias Requires Characterizing Its Mistakes Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Ali Taylan Cemgil, Sven Gowal, Olivia Wiles

NeurIPS 2024 Evaluating Numerical Reasoning in Text-to-Image Models Ivana Kajić, Olivia Wiles, Isabela Albuquerque, Matthias Bauer, Su Wang, Jordi Pont-Tuset, Aida Nematzadeh

NeurIPS 2024 Mind the Graph When Balancing Data for Fairness or Robustness Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa

NeurIPSW 2022 Discovering Bugs in Vision Models Using Off-the-Shelf Image Generation and Captioning Olivia Wiles, Isabela Albuquerque, Sven Gowal

NeurIPSW 2021 Randomly Projecting Out Distribution Shifts for Improved Robustness Isabela Albuquerque, Joao Monteiro, Tiago Falk

ICML 2020 An End-to-End Approach for the Verification Problem: Learning the Right Distance Joao Monteiro, Isabela Albuquerque, Jahangir Alam, R Devon Hjelm, Tiago Falk

ICML 2019 Multi-Objective Training of Generative Adversarial Networks with Multiple Discriminators Isabela Albuquerque, Joao Monteiro, Thang Doan, Breandan Considine, Tiago Falk, Ioannis Mitliagkas

AAAI 2019 On-Line Adaptative Curriculum Learning for GANs Thang Doan, João Monteiro, Isabela Albuquerque, Bogdan Mazoure, Audrey Durand, Joelle Pineau, R. Devon Hjelm