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Agata Lapedriza

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Analyzing the contribution of different passively collected data to predict Stress and Depression

Oct 20, 2023
Irene Bonafonte, Cristina Bustos, Abraham Larrazolo, Gilberto Lorenzo Martinez Luna, Adolfo Guzman Arenas, Xavier Baro, Isaac Tourgeman, Mercedes Balcells, Agata Lapedriza

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On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP

Oct 18, 2023
Cristina Bustos, Carles Civit, Brian Du, Albert Sole-Ribalta, Agata Lapedriza

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Local Relighting of Real Scenes

Jul 06, 2022
Audrey Cui, Ali Jahanian, Agata Lapedriza, Antonio Torralba, Shahin Mahdizadehaghdam, Rohit Kumar, David Bau

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Predicting the impact of urban change in pedestrian and road safety

Feb 03, 2022
Cristina Bustos, Daniel Rhoads, Agata Lapedriza, Javier Borge-Holthoefer, Albert Solé-Ribalta

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Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents

Jan 11, 2022
Ethan Weber, Dim P. Papadopoulos, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

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Explainable, automated urban interventions to improve pedestrian and vehicle safety

Nov 08, 2021
Cristina Bustos, Daniel Rhoads, Albert Sole-Ribalta, David Masip, Alex Arenas, Agata Lapedriza, Javier Borge-Holthoefer

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Predicting Driver Self-Reported Stress by Analyzing the Road Scene

Sep 27, 2021
Cristina Bustos, Neska Elhaouij, Albert Sole-Ribalta, Javier Borge-Holthoefer, Agata Lapedriza, Rosalind Picard

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Interpreting Face Inference Models using Hierarchical Network Dissection

Aug 23, 2021
Divyang Teotia, Agata Lapedriza, Sarah Ostadabbas

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Recognizing Emotions evoked by Movies using Multitask Learning

Jul 30, 2021
Hassan Hayat, Carles Ventura, Agata Lapedriza

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