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Agata Lapedriza

Universitat Oberta de Catalunya

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

* Accepted to the International Conference on Affective Computing and Intelligent Interaction (ACII) 2021 

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Person Perception Biases Exposed: Revisiting the First Impressions Dataset


Nov 30, 2020
Julio C. S. Jacques Junior, Agata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera

* accepted on 11th International Workshop on Human Behavior Understanding (HBU), organized as part of WACV 2021 

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Facial Expressions as a Vulnerability in Face Recognition


Nov 17, 2020
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez, Agata Lapedriza


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Human-centric Dialog Training via Offline Reinforcement Learning


Oct 12, 2020
Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Agata Lapedriza, Noah Jones, Shixiang Shane Gu, Rosalind Picard

* To appear in EMNLP 2020 (long paper) 

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Learning Emotional-Blinded Face Representations


Sep 18, 2020
Alejandro Peña, Julian Fierrez, Agata Lapedriza, Aythami Morales

* IAPR Intl. Conf. on Pattern Recognition, 2020 

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Understanding the Role of Individual Units in a Deep Neural Network


Sep 12, 2020
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Agata Lapedriza, Bolei Zhou, Antonio Torralba

* Proceedings of the National Academy of Sciences 2020. Code at https://github.com/davidbau/dissect/ and website at https://dissect.csail.mit.edu/ 

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A Robotic Positive Psychology Coach to Improve College Students' Wellbeing


Sep 08, 2020
Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias, Agata Lapedriza, Rosalind Picard, Hae Won Park, Cynthia Breazeal

* 8 pages, 5 figures, RO-MAN 2020, Best paper award 

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Detecting natural disasters, damage, and incidents in the wild


Aug 20, 2020
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Agata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

* ECCV 2020 

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Context Based Emotion Recognition using EMOTIC Dataset


Mar 30, 2020
Ronak Kosti, Jose M. Alvarez, Adria Recasens, Agata Lapedriza


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Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog


Jul 08, 2019
Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson, Agata Lapedriza, Noah Jones, Shixiang Gu, Rosalind Picard


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Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems


Jun 21, 2019
Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Agata Lapedriza, Rosalind Picard


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Places: An Image Database for Deep Scene Understanding


Oct 06, 2016
Bolei Zhou, Aditya Khosla, Agata Lapedriza, Antonio Torralba, Aude Oliva


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Learning Deep Features for Discriminative Localization


Dec 14, 2015
Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba


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Speeding Up Neural Networks for Large Scale Classification using WTA Hashing


Apr 28, 2015
Amir H. Bakhtiary, Agata Lapedriza, David Masip

* 9 pages, 9 figures, 1 table 

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Object Detectors Emerge in Deep Scene CNNs


Apr 15, 2015
Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba

* 12 pages, ICLR 2015 conference paper 

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Are all training examples equally valuable?


Nov 25, 2013
Agata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba


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