Àgata Lapedriza

According to our database, Àgata Lapedriza authored at least 61 papers between 2005 and 2024.

Collaborative distances:

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

2024

Explainable Automatic Detection of Fiber-Cement Roofs in Aerial RGB Images.

Davoud Omarzadeh, Adonis González-Godoy, Cristina Bustos, Kevin Martín-Fernández, Carles Scotto, César Sánchez, Àgata Lapedriza, Javier Borge-Holthoefer

Remote. Sens., April, 2024

Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey.

Shiran Dudy, Ibrahim Said Ahmad, Ryoko Kitajima, Àgata Lapedriza

CoRR, 2024

Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery.

Àgata Lapedriza, Jordi Albó-Canals, Neska El Haouij, Jinmo Lee, Javier Hernandez, Judith Amores, Kyung Yun Choi, Carmen Jerez Molina, Laura Lahuerta, Nuria Gonzalez, Maria V. Fernandez, Marta Ayats Soler, Sofia Ferreira Quartino, Ariadna Ballesteros, Rosalind W. Picard

Proceedings of the Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023

Deploying a robotic positive psychology coach to improve college students' psychological well-being.

Sooyeon Jeong, Laura Aymerich-Franch, Kika Arias, Sharifa Alghowinem, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal

User Model. User Adapt. Interact., April, 2023

Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents.

Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning.

Hassan Hayat, Carles Ventura, Àgata Lapedriza

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Grounding the Evaluation of Affect Recognition Models Beyond Dataset-Based Ground Truths.

Carles Civit, Àgata Lapedriza

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

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

Cristina Bustos, Carles Civit, Brian Du, Albert Solé-Ribalta, Àgata Lapedriza

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

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

Irene Bonafonte, Cristina Bustos, Abraham Larrazolo, Gilberto Lorenzo Martinez Luna, Adolfo Guzmán-Arenas, Xavier Baró, Isaac Tourgeman, Mercedes Balcells, Àgata Lapedriza

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022

Modeling Subjective Affect Annotations with Multi-Task Learning.

Hassan Hayat, Carles Ventura, Àgata Lapedriza

Sensors, 2022

Interpreting Face Inference Models Using Hierarchical Network Dissection.

Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas

Int. J. Comput. Vis., 2022

Local Relighting of Real Scenes.

Audrey Cui, Ali Jahanian, Àgata Lapedriza, Antonio Torralba, Shahin Mahdizadehaghdam, Rohit Kumar, David Bau

CoRR, 2022

Predicting the impact of urban change in pedestrian and road safety.

Cristina Bustos, Daniel Rhoads, Àgata Lapedriza, Javier Borge-Holthoefer, Albert Solé-Ribalta

CoRR, 2022

2021

Explainable, automated urban interventions to improve pedestrian and vehicle safety.

Cristina Bustos, Daniel Rhoads, Albert Solé-Ribalta, David Masip, Alex Arenas, Àgata Lapedriza, Javier Borge-Holthoefer

CoRR, 2021

Person Perception Biases Exposed: Revisiting the First Impressions Dataset.

Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera

Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Facial Expressions as a Vulnerability in Face Recognition.

Alejandro Peña, Aythami Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Recognizing Emotions evoked by Movies using Multitask Learning.

Hassan Hayat, Carles Ventura, Àgata Lapedriza

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Predicting Driver Self-Reported Stress by Analyzing the Road Scene.

Cristina Bustos, Neska El Haouij, Albert Solé-Ribalta, Javier Borge-Holthoefer, Àgata Lapedriza, Rosalind W. Picard

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Understanding the role of individual units in a deep neural network.

David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba

Proc. Natl. Acad. Sci. USA, 2020

Context Based Emotion Recognition Using EMOTIC Dataset.

Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza

IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Robotic Positive Psychology Coach to Improve College Students' Wellbeing.

Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal

Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Learning Emotional-Blinded Face Representations.

Alejandro Peña, Julian Fiérrez, Aythami Morales, Àgata Lapedriza

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Human-centric dialog training via offline reinforcement learning.

Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Detecting Natural Disasters, Damage, and Incidents in the Wild.

Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba

Proceedings of the Computer Vision - ECCV 2020, 2020

Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective.

James Z. Wang, Norman I. Badler, Nadia Berthouze, Rick O. Gilmore, Kerri L. Johnson, Àgata Lapedriza, Xin Lu, Nikolaus F. Troje

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

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

Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard

CoRR, 2019

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

Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza, Rosalind W. Picard

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Can we do better explanations? A proposal of user-centered explainable AI.

Mireia Ribera, Àgata Lapedriza

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

On the Use of Interpretable CNN for Personality Trait Recognition from Audio.

Hassan Hayat, Carles Ventura, Àgata Lapedriza

Proceedings of the Artificial Intelligence Research and Development, 2019

Unintentional affective priming during labeling may bias labels.

Judy Hanwen Shen, Àgata Lapedriza, Rosalind W. Picard

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018

Places: A 10 Million Image Database for Scene Recognition.

Bolei Zhou, Àgata Lapedriza, Aditya Khosla, Aude Oliva, Antonio Torralba

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

Winner takes all hashing for speeding up the training of neural networks in large class problems.

Amir H. Bakhtiary, Àgata Lapedriza, David Masip

Pattern Recognit. Lett., 2017

Interpreting CNN Models for Apparent Personality Trait Regression.

Carles Ventura, David Masip, Àgata Lapedriza

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Emotion Recognition in Context.

Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

EMOTIC: Emotions in Context Dataset.

Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Places: An Image Database for Deep Scene Understanding.

Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Antonio Torralba, Aude Oliva

CoRR, 2016

Learning Deep Features for Discriminative Localization.

Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Emotion recognition from mid-level features.

David Sánchez-Mendoza, David Masip, Àgata Lapedriza

Pattern Recognit. Lett., 2015

Object Detectors Emerge in Deep Scene CNNs.

Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba

Proceedings of the 3rd International Conference on Learning Representations, 2015

Speeding Up Neural Networks for Large Scale Classification using WTA Hashing.

Amir H. Bakhtiary, Àgata Lapedriza, David Masip

Proceedings of the Artificial Intelligence Research and Development, 2015

2014

Learning Deep Features for Scene Recognition using Places Database.

Bolei Zhou, Àgata Lapedriza, Jianxiong Xiao, Antonio Torralba, Aude Oliva

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Emotions Classification using Facial Action Units Recognition.

David Sánchez-Mendoza, David Masip, Àgata Lapedriza

Proceedings of the Artificial Intelligence Research and Development, 2014

2013

Robust gait-based gender classification using depth cameras.

Laura Igual, Àgata Lapedriza, Ricard Borràs

EURASIP J. Image Video Process., 2013

Are all training examples equally valuable?

Àgata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba

CoRR, 2013

Emotion Detection Using Hybrid Structural and Appearance Descriptors.

David Sánchez-Mendoza, David Masip, Xavier Baró, Àgata Lapedriza

Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

Opinion Mining on Educational Resources at the Open University of Catalonia.

Isabel Guitart, Jordi Conesa, Luis Villarejo, Àgata Lapedriza, David Masip, Antoni Perez, Elena Planas

Proceedings of the Seventh International Conference on Complex, 2013

2012

Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition.

Ricard Borràs, Àgata Lapedriza, Laura Igual

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2009

Boosted Online Learning for Face Recognition.

David Masip, Àgata Lapedriza, Jordi Vitrià

IEEE Trans. Syst. Man Cybern. Part B, 2009

Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices.

Santi Caballé, Àgata Lapedriza, David Masip, Fatos Xhafa, Ajith Abraham

J. Digit. Inf. Manag., 2009

2008

A sparse Bayesian approach for joint feature selection and classifier learning.

Àgata Lapedriza, Santi Seguí, David Masip, Jordi Vitrià

Pattern Anal. Appl., 2008

Multitask Learning - An Application to Incremental Face Recognition.

David Masip, Àgata Lapedriza, Jordi Vitrià

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Subject Recognition Using a New Approach for Feature Selection.

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

On the use of independent tasks for face recognition.

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Face verification by sharing knowledge from different subjects.

David Masip, Àgata Lapedriza, Jordi Vitrià

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

A Hierarchical Approach for Multi-task Logistic Regression.

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

On the Use of External Face Features for Identity Verification.

Àgata Lapedriza, David Masip, Jordi Vitrià

J. Multim., 2006

Gender Recognition in Non Controlled Environments.

Àgata Lapedriza, Manuel J. Marín-Jiménez, Jordi Vitrià

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Face Verification using External Features.

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

2005

The Contribution of External Features to Face Recognition.

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Are External Face Features Useful for Automatic Face Classification?

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Experimental Study of the Usefulness of External Face Features for Face Classification.

Àgata Lapedriza, David Masip, Jordi Vitrià

Proceedings of the Artificial Intelligence Research and Development, 2005