Àgata Lapedriza

Most-cited papers

Learning Deep Features for Discriminative Localization
Bolei Zhou, A. Khosla, Àgata Lapedriza, A. Oliva +1 more
2015Computer Vision and Pattern Recognition11K citations Open access
Semantic Scholar
Places: A 10 Million Image Database for Scene Recognition
Bolei Zhou, Àgata Lapedriza, A. Khosla, A. Oliva +1 more
2018IEEE Transactions on Pattern Analysis and Machine Intelligence5,013 citations Open access
Semantic Scholar
Learning Deep Features for Scene Recognition using Places Database
Bolei Zhou, Àgata Lapedriza, Jian-Xiong Xiao, A. Torralba +1 more
2014Neural Information Processing Systems3,110 citations
Semantic Scholar
Object Detectors Emerge in Deep Scene CNNs
Bolei Zhou, A. Khosla, Àgata Lapedriza, A. Oliva +1 more
2014International Conference on Learning Representations1,338 citations
Semantic Scholar
Understanding the role of individual units in a deep neural network
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza +2 more
2020Proceedings of the National Academy of Sciences of the United States of America554 citations Open access
Semantic Scholar
Places: An Image Database for Deep Scene Understanding
Bolei Zhou, A. Khosla, Àgata Lapedriza, A. Torralba +1 more
2016arXiv.org495 citations Open access
Semantic Scholar
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog
Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson +4 more
2019arXiv.org406 citations
Semantic Scholar
Context Based Emotion Recognition Using EMOTIC Dataset
Ronak Kosti, J. Álvarez, Adrià Recasens, Àgata Lapedriza
2020IEEE Transactions on Pattern Analysis and Machine Intelligence267 citations Open access
Semantic Scholar
Emotion Recognition in Context
Ronak Kosti, J. Álvarez, Adrià Recasens, Àgata Lapedriza
2017Computer Vision and Pattern Recognition216 citations
Semantic Scholar
Can we do better explanations? A proposal of user-centered explainable AI
Mireia Ribera, Àgata Lapedriza
2019IUI Workshops212 citations
Semantic Scholar
Robust gait-based gender classification using depth cameras
L. Igual, Àgata Lapedriza, Ricard Borràs
2013EURASIP Journal on Image and Video Processing169 citations Open access
Semantic Scholar
Human-centric Dialog Training via Offline Reinforcement Learning
Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson +4 more
2020Conference on Empirical Methods in Natural Language Processing125 citations Open access
Semantic Scholar
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson +3 more
2019Neural Information Processing Systems102 citations
Semantic Scholar
A Robotic Positive Psychology Coach to Improve College Students’ Wellbeing
Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias +4 more
2020IEEE International Symposium on Robot and Human Interactive Communication95 citations Open access
Semantic Scholar
EMOTIC: Emotions in Context Dataset
Ronak Kosti, J. Álvarez, Adrià Recasens, Àgata Lapedriza
20172017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)91 citations
Semantic Scholar
Deploying a robotic positive psychology coach to improve college students’ psychological well-being
Sooyeon Jeong, Laura Aymerich-Franch, Kika Arias, Sharifa Alghowinem +4 more
2022User modeling and user-adapted interaction87 citations Open access
Semantic Scholar
Are all training examples equally valuable?
Àgata Lapedriza, H. Pirsiavash, Z. Bylinskii, A. Torralba
2013arXiv.org83 citations
Semantic Scholar
Detecting natural disasters, damage, and incidents in the wild
Ethan Weber, Núria Marzo, Dim P. Papadopoulos, Aritro Biswas +4 more
2020European Conference on Computer Vision76 citations Open access
Semantic Scholar
Interpreting CNN Models for Apparent Personality Trait Regression
Carles Ventura, D. Masip, Àgata Lapedriza
20172017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)72 citations
Semantic Scholar
Gender Recognition in Non Controlled Environments
Àgata Lapedriza, M. Marín-Jiménez, Jordi Vitrià
2006International Conference on Pattern Recognition58 citations
Semantic Scholar
Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli +2 more
2022IEEE Transactions on Pattern Analysis and Machine Intelligence54 citations Open access
Semantic Scholar
Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition
Ricard Borràs, Àgata Lapedriza, L. Igual
2012International Conference on Image Analysis and Recognition49 citations
Semantic Scholar
Explainable, automated urban interventions to improve pedestrian and vehicle safety
Cristina Bustos, Daniel Rhoads, Albert Solé-Ribalta, D. Masip +3 more
2021Transportation Research Part C: Emerging Technologies37 citations Open access
Semantic Scholar
Facial Expressions as a Vulnerability in Face Recognition
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fierrez +1 more
2020International Conference on Information Photonics29 citations
Semantic Scholar
Boosted Online Learning for Face Recognition
D. Masip, Àgata Lapedriza, Jordi Vitrià
2009IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)26 citations
Semantic Scholar
Predicting Driver Self-Reported Stress by Analyzing the Road Scene
Cristina Bustos, Neska Elhaouij, Albert Solé-Ribalta, J. Borge-Holthoefer +2 more
2021Affective Computing and Intelligent Interaction23 citations Open access
Semantic Scholar
Preferred Spatial Frequencies for Human Face Processing Are Associated with Optimal Class Discrimination in the Machine
M. Keil, Àgata Lapedriza, D. Masip, Jordi Vitrià
2008PLoS ONE23 citations Open access
Semantic Scholar
Are External Face Features Useful for Automatic Face Classification?
Àgata Lapedriza, D. Masip, Jordi Vitrià
2005Computer Vision and Pattern Recognition21 citations
Semantic Scholar
Emotion recognition from mid-level features
David Sánchez-Mendoza, D. Masip, Àgata Lapedriza
2015Pattern Recognition Letters18 citations
Semantic Scholar
Learning Emotional-Blinded Face Representations
Alejandro Peña, Julian Fierrez, Aythami Morales, Àgata Lapedriza
2020International Conference on Pattern Recognition16 citations Open access
Semantic Scholar
Person Perception Biases Exposed: Revisiting the First Impressions Dataset
Julio C. S. Jacques Junior, Àgata Lapedriza, Cristina Palmero, X. Baró +1 more
20202021 IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW)13 citations Open access
Semantic Scholar
A sparse Bayesian approach for joint feature selection and classifier learning
Àgata Lapedriza, S. Seguí, D. Masip, Jordi Vitrià
2008Pattern Analysis and Applications13 citations
Semantic Scholar
On the Use of Interpretable CNN for Personality Trait Recognition from Audio
Hassan Hayat, Carles Ventura, Àgata Lapedriza
2019International Conference of the Catalan Association for Artificial Intelligence12 citations
Semantic Scholar
Modeling Subjective Affect Annotations with Multi-Task Learning
Hassan Hayat, Carles Ventura, Àgata Lapedriza
2022Italian National Conference on Sensors10 citations Open access
Semantic Scholar
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing
Amir-Hossein Bakhtiary, Àgata Lapedriza, D. Masip
2015International Conference of the Catalan Association for Artificial Intelligence10 citations
Semantic Scholar
Interpreting Face Inference Models Using Hierarchical Network Dissection
Divyang Teotia, Àgata Lapedriza, S. Ostadabbas
2021International Journal of Computer Vision8 citations Open access
Semantic Scholar
Opinion Mining on Educational Resources at the Open University of Catalonia
I. Guitart, J. Conesa, L. Villarejo, Àgata Lapedriza +3 more
20132013 Seventh International Conference on Complex, Intelligent, and Software Intensive Systems8 citations
Semantic Scholar
Unintentional affective priming during labeling may bias labels
Judy Hanwen Shen, Àgata Lapedriza, Rosalind W. Picard
2019Affective Computing and Intelligent Interaction7 citations
Semantic Scholar
Recognizing Emotions evoked by Movies using Multitask Learning
Hassan Hayat, Carles Ventura, Àgata Lapedriza
2021Affective Computing and Intelligent Interaction6 citations Open access
Semantic Scholar
Adaptation of a computer programming course to the ESHE requirements: evaluation five years later
E. Valveny, Robert Benavente, Àgata Lapedriza, M. Ferrer +2 more
20126 citations
Semantic Scholar
A Hierarchical Approach for Multi-task Logistic Regression
Àgata Lapedriza, D. Masip, Jordi Vitrià
2007Iberian Conference on Pattern Recognition and Image Analysis6 citations Open access
Semantic Scholar
On the use of independent tasks for face recognition
Àgata Lapedriza, D. Masip, Jordi Vitrià
20082008 IEEE Conference on Computer Vision and Pattern Recognition5 citations
Semantic Scholar
Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective
James Z. Wang, N. Badler, N. Bianchi-Berthouze, R. Gilmore +4 more
2020ECCV Workshops4 citations Open access
Semantic Scholar
Winner takes all hashing for speeding up the training of neural networks in large class problems
Amir-Hossein Bakhtiary, Àgata Lapedriza, D. Masip
2017Pattern Recognition Letters4 citations
Semantic Scholar
Face Verification using External Features
Àgata Lapedriza, D. Masip, Jordi Vitrià
2006International Conference on Automatic Face and Gesture Recognition4 citations
Semantic Scholar
On the Use of External Face Features for Identity Verification
Àgata Lapedriza, D. Masip, Jordi Vitrià
2006J. Multim.4 citations
Semantic Scholar
Local Relighting of Real Scenes
Audrey Cui, Ali Jahanian, Àgata Lapedriza, A. Torralba +3 more
2022arXiv.org3 citations Open access
Semantic Scholar
Object Detectors Emerge from Training CNNs for Scene Recognition
Bolei Zhou, A. Khosla, Àgata Lapedriza, A. Oliva +1 more
20153 citations
Semantic Scholar
Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices
Santi Caballé, Àgata Lapedriza, D. Masip, F. Xhafa +1 more
2009Journal of Digital Information Management3 citations
Semantic Scholar
Emotions Classification using Facial Action Units Recognition
David Sánchez-Mendoza, D. Masip, Àgata Lapedriza
2014International Conference of the Catalan Association for Artificial Intelligence2 citations
Semantic Scholar