Àgata Lapedriza

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 56

Top Topics

Natural Disasters

Multitask Learning

Emotion Recognition

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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
Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery. HRI (Companion) (2024)
Davoud Omarzadeh, Adonis González-Godoy, Cristina Bustos, Kevin Martín-Fernández, Carles Scotto, César Sánchez, Àgata Lapedriza, Javier Borge-Holthoefer
Explainable Automatic Detection of Fiber-Cement Roofs in Aerial RGB Images. Remote. Sens. 16 (8) (2024)
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Hassan Hayat, Carles Ventura, Àgata Lapedriza
Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning. IbPRIA (2023)
Cristina Bustos, Carles Civit, Brian Du, Albert Solé-Ribalta, Àgata Lapedriza
On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP. CoRR (2023)
Carles Civit, Àgata Lapedriza
Grounding the Evaluation of Affect Recognition Models Beyond Dataset-Based Ground Truths. ACIIW (2023)
Cristina Bustos, Carles Civit, Brian Du, Albert Solé-Ribalta, Àgata Lapedriza
On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP. ACII (2023)
Sooyeon Jeong, Laura Aymerich-Franch, Kika Arias, Sharifa Alghowinem, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal
Deploying a robotic positive psychology coach to improve college students' psychological well-being. User Model. User Adapt. Interact. 33 (2) (2023)
Irene Bonafonte, Cristina Bustos, Abraham Larrazolo, Gilberto Lorenzo Martinez Luna, Adolfo Guzmán-Arenas, Xavier Baró, Isaac Tourgeman, Mercedes Balcells, Àgata Lapedriza
Analyzing the contribution of different passively collected data to predict Stress and Depression. ACIIW (2023)
Irene Bonafonte, Cristina Bustos, Abraham Larrazolo, Gilberto Lorenzo Martinez Luna, Adolfo Guzmán-Arenas, Xavier Baró, Isaac Tourgeman, Mercedes Balcells, Àgata Lapedriza
Analyzing the contribution of different passively collected data to predict Stress and Depression. CoRR (2023)
Audrey Cui, Ali Jahanian, Àgata Lapedriza, Antonio Torralba, Shahin Mahdizadehaghdam, Rohit Kumar, David Bau
Local Relighting of Real Scenes. CoRR (2022)
Cristina Bustos, Daniel Rhoads, Àgata Lapedriza, Javier Borge-Holthoefer, Albert Solé-Ribalta
Predicting the impact of urban change in pedestrian and road safety. CoRR (2022)
Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas
Interpreting Face Inference Models Using Hierarchical Network Dissection. Int. J. Comput. Vis. 130 (5) (2022)
Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents. CoRR (2022)
Hassan Hayat, Carles Ventura, Àgata Lapedriza
Modeling Subjective Affect Annotations with Multi-Task Learning. Sensors 22 (14) (2022)
A. Peña, A. Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza
Facial Expressions as a Vulnerability in Face Recognition. ICIP (2021)
Cristina Bustos, Daniel Rhoads, Albert Solé-Ribalta, David Masip, Alex Arenas, Àgata Lapedriza, Javier Borge-Holthoefer
Explainable, automated urban interventions to improve pedestrian and vehicle safety. CoRR (2021)
Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas
Interpreting Face Inference Models using Hierarchical Network Dissection. CoRR (2021)
Hassan Hayat, Carles Ventura, Àgata Lapedriza
Recognizing Emotions evoked by Movies using Multitask Learning. CoRR (2021)
Cristina Bustos, Neska El Haouij, Albert Solé-Ribalta, Javier Borge-Holthoefer, Àgata Lapedriza, Rosalind W. Picard
Predicting Driver Self-Reported Stress by Analyzing the Road Scene. ACII (2021)
Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera
Person Perception Biases Exposed: Revisiting the First Impressions Dataset. WACV (Workshops) (2021)
Cristina Bustos, Neska El Haouij, Albert Solé-Ribalta, Javier Borge-Holthoefer, Àgata Lapedriza, Rosalind W. Picard
Predicting Driver Self-Reported Stress by Analyzing the Road Scene. CoRR (2021)
Hassan Hayat, Carles Ventura, Àgata Lapedriza
Recognizing Emotions evoked by Movies using Multitask Learning. ACII (2021)
Ronak Kosti, Jose M. Alvarez, Adrià Recasens, Àgata Lapedriza
Context Based Emotion Recognition Using EMOTIC Dataset. IEEE Trans. Pattern Anal. Mach. Intell. 42 (11) (2020)
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Detecting Natural Disasters, Damage, and Incidents in the Wild. ECCV (19) (2020)
Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal
A Robotic Positive Psychology Coach to Improve College Students' Wellbeing. RO-MAN (2020)
Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal
A Robotic Positive Psychology Coach to Improve College Students' Wellbeing. CoRR (2020)
James Z. Wang, Norman I. Badler, Nadia Berthouze, Rick O. Gilmore, Kerri L. Johnson, Àgata Lapedriza, Xin Lu, Nikolaus F. Troje
Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective. ECCV Workshops (1) (2020)
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba
Understanding the role of individual units in a deep neural network. Proc. Natl. Acad. Sci. USA 117 (48) (2020)
Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
Detecting natural disasters, damage, and incidents in the wild. CoRR (2020)
Alejandro Peña, Julian Fiérrez, Aythami Morales, Àgata Lapedriza
Learning Emotional-Blinded Face Representations. ICPR (2020)
Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Shane Gu, Rosalind W. Picard
Human-centric Dialog Training via Offline Reinforcement Learning. CoRR (2020)
David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba
Understanding the Role of Individual Units in a Deep Neural Network. CoRR (2020)
Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard
Human-centric dialog training via offline reinforcement learning. EMNLP (1) (2020)
Ronak Kosti, Jose M. Alvarez, Adrià Recasens, Àgata Lapedriza
Context Based Emotion Recognition using EMOTIC Dataset. CoRR (2020)
Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza
Facial Expressions as a Vulnerability in Face Recognition. CoRR (2020)
Alejandro Peña, Julian Fiérrez, Àgata Lapedriza, Aythami Morales
Learning Emotional-Blinded Face Representations. CoRR (2020)
Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera
Person Perception Biases Exposed: Revisiting the First Impressions Dataset. CoRR (2020)
Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog. CoRR (2019)
Hassan Hayat, Carles Ventura, Àgata Lapedriza
On the Use of Interpretable CNN for Personality Trait Recognition from Audio. CCIA (2019)
Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza, Rosalind W. Picard
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems. CoRR (2019)
Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza, Rosalind W. Picard
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems. NeurIPS (2019)
Mireia Ribera, Àgata Lapedriza
Can we do better explanations? A proposal of user-centered explainable AI. IUI Workshops (2019)
Judy Hanwen Shen, Àgata Lapedriza, Rosalind W. Picard
Unintentional affective priming during labeling may bias labels. ACII (2019)
Bolei Zhou, Àgata Lapedriza, Aditya Khosla, Aude Oliva, Antonio Torralba
Places: A 10 Million Image Database for Scene Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 40 (6) (2018)
Ronak Kosti, Jose M. Alvarez, Adrià Recasens, Àgata Lapedriza
EMOTIC: Emotions in Context Dataset. CVPR Workshops (2017)
Amir H. Bakhtiary, Àgata Lapedriza, David Masip
Winner takes all hashing for speeding up the training of neural networks in large class problems. Pattern Recognit. Lett. 93 (2017)
Carles Ventura, David Masip, Àgata Lapedriza
Interpreting CNN Models for Apparent Personality Trait Regression. CVPR Workshops (2017)
Ronak Kosti, Jose M. Alvarez, Adrià Recasens, Àgata Lapedriza
Emotion Recognition in Context. CVPR (2017)
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
Learning Deep Features for Discriminative Localization. CVPR (2016)
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Antonio Torralba, Aude Oliva
Places: An Image Database for Deep Scene Understanding. CoRR (2016)
David Sanchez-Mendoza, David Masip, Àgata Lapedriza
Emotion recognition from mid-level features. Pattern Recognit. Lett. 67 (2015)
Amir H. Bakhtiary, Àgata Lapedriza, David Masip
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing. CoRR (2015)
Amir H. Bakhtiary, Àgata Lapedriza, David Masip
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing. CCIA (2015)
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
Learning Deep Features for Discriminative Localization. CoRR (2015)
Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
Object Detectors Emerge in Deep Scene CNNs. ICLR (2015)
Bolei Zhou, Àgata Lapedriza, Jianxiong Xiao, Antonio Torralba, Aude Oliva
Learning Deep Features for Scene Recognition using Places Database. NIPS (2014)
David Sanchez-Mendoza, David Masip, Àgata Lapedriza
Emotions Classification using Facial Action Units Recognition. CCIA (2014)
Isabel Guitart, Jordi Conesa, Luis Villarejo, Àgata Lapedriza, David Masip, Antoni Perez, Elena Planas
Opinion Mining on Educational Resources at the Open University of Catalonia. CISIS (2013)
Laura Igual, Àgata Lapedriza, Ricard Borràs
Robust gait-based gender classification using depth cameras. EURASIP J. Image Video Process. 2013 (2013)
Àgata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba
Are all training examples equally valuable? CoRR (2013)
David Sanchez-Mendoza, David Masip, Xavier Baró, Àgata Lapedriza
Emotion Detection Using Hybrid Structural and Appearance Descriptors. MDAI (2013)
Ricard Borràs, Àgata Lapedriza, Laura Igual
Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition. ICIAR (2) (2012)
Santi Caballé, Àgata Lapedriza, David Masip, Fatos Xhafa, Ajith Abraham
Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices. J. Digit. Inf. Manag. 8 (5) (2010)
Santi Caballé, Àgata Lapedriza, David Masip, Fatos Xhafa, Ajith Abraham
Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices. J. Digit. Inf. Manag. 7 (5) (2009)
David Masip, Àgata Lapedriza, Jordi Vitrià
Boosted Online Learning for Face Recognition. IEEE Trans. Syst. Man Cybern. Part B 39 (2) (2009)
Àgata Lapedriza, Santi Seguí, David Masip, Jordi Vitrià
A sparse Bayesian approach for joint feature selection and classifier learning. Pattern Anal. Appl. 11 (3-4) (2008)
David Masip, Àgata Lapedriza, Jordi Vitrià
Multitask Learning - An Application to Incremental Face Recognition. VISAPP (1) (2008)
Àgata Lapedriza, David Masip, Jordi Vitrià
Subject Recognition Using a New Approach for Feature Selection. VISAPP (2) (2008)
Àgata Lapedriza, David Masip, Jordi Vitrià
On the use of independent tasks for face recognition. CVPR (2008)
David Masip, Àgata Lapedriza, Jordi Vitrià
Face verification by sharing knowledge from different subjects. VISAPP (2) (2007)
Àgata Lapedriza, David Masip, Jordi Vitrià
A Hierarchical Approach for Multi-task Logistic Regression. IbPRIA (2) (2007)
Àgata Lapedriza, David Masip, Jordi Vitrià
On the Use of External Face Features for Identity Verification. J. Multim. 1 (4) (2006)
Àgata Lapedriza, Manuel J. Marín-Jiménez, Jordi Vitrià
Gender Recognition in Non Controlled Environments. ICPR (3) (2006)
Àgata Lapedriza, David Masip, Jordi Vitrià
Face Verification using External Features. FGR (2006)
Àgata Lapedriza, David Masip, Jordi Vitrià
Experimental Study of the Usefulness of External Face Features for Face Classification. CCIA (2005)
Àgata Lapedriza, David Masip, Jordi Vitrià
The Contribution of External Features to Face Recognition. IbPRIA (2) (2005)
Àgata Lapedriza, David Masip, Jordi Vitrià
Are External Face Features Useful for Automatic Face Classification? CVPR Workshops (2005)