Àgata Lapedriza

85 papers A* 4B 9Misc 2Journal 43Unranked 27

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Analyzing the Visual Road Scene for Driver Stress Estimation. IEEE Trans. Affect. Comput. Cristina Bustos, Albert Solé-Ribalta, Neska El Haouij, Javier Borge-Holthoefer, Àgata Lapedriza, Rosalind W. Picard
2025	J	`jnl`	Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent. CoRR Christy Li, Josep López Camuñas, Jake Thomas Touchet, Jacob Andreas, Àgata Lapedriza, Antonio Torralba, Tamar Rott Shaham
2025	—	`conf`	Experimenting with Affective Computing Models in Video Interviews with Spanish-Speaking Older Adults. WACV (Workshops) Josep López Camuñas, Cristina Bustos, Yanjun Zhu, Raquel Ros, Àgata Lapedriza
2025	J	`jnl`	Experimenting with Affective Computing Models in Video Interviews with Spanish-speaking Older Adults. CoRR Josep López Camuñas, Cristina Bustos, Yanjun Zhu, Raquel Ros, Àgata Lapedriza
2025	—	`conf`	UniMotion: Bridging 2D and 3D Representations for Human Motion Prediction. WACV (Workshops) Yanjun Zhu, Chen Bai, Cheng Lu, David S. Doermann, Àgata Lapedriza
2024	B	`conf`	Analyzing Cultural Representations of Emotions in LLMs Through Mixed Emotion Survey. ACII Shiran Dudy, Ibrahim Said Ahmad, Ryoko Kitajima, Àgata Lapedriza
2024	J	`jnl`	Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey. CoRR Shiran Dudy, Ibrahim Said Ahmad, Ryoko Kitajima, Àgata Lapedriza
2024	—	`conf`	Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery. HRI (Companion) 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
2024	J	`jnl`	Explainable Automatic Detection of Fiber-Cement Roofs in Aerial RGB Images. Remote. Sens. Davoud Omarzadeh, Adonis González-Godoy, Cristina Bustos, Kevin Martín-Fernández, Carles Scotto, César Sánchez, Àgata Lapedriza, Javier Borge-Holthoefer
2023	—	`conf`	Analyzing the contribution of different passively collected data to predict Stress and Depression. ACIIW Irene Bonafonte, Cristina Bustos, Abraham Larrazolo, Gilberto Lorenzo Martínez-Luna, Adolfo Guzmán-Arenas, Xavier Baró, Isaac Tourgeman, Mercedes Balcells, Àgata Lapedriza
2023	J	`jnl`	Analyzing the contribution of different passively collected data to predict Stress and Depression. CoRR Irene Bonafonte, Cristina Bustos, Abraham Larrazolo, Gilberto Lorenzo Martínez-Luna, Adolfo Guzmán-Arenas, Xavier Baró, Isaac Tourgeman, Mercedes Balcells, Àgata Lapedriza
2023	J	`jnl`	Deploying a robotic positive psychology coach to improve college students' psychological well-being. User Model. User Adapt. Interact. Sooyeon Jeong, Laura Aymerich-Franch, Kika Arias, Sharifa Alghowinem, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal
2023	—	`conf`	Grounding the Evaluation of Affect Recognition Models Beyond Dataset-Based Ground Truths. ACIIW Carles Civit, Àgata Lapedriza
2023	J	`jnl`	Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents. IEEE Trans. Pattern Anal. Mach. Intell. Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2023	B	`conf`	On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP. ACII Cristina Bustos, Carles Civit, Brian Du, Albert Solé-Ribalta, Àgata Lapedriza
2023	J	`jnl`	On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP. CoRR Cristina Bustos, Carles Civit, Brian Du, Albert Solé-Ribalta, Àgata Lapedriza
2023	Misc	`conf`	Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning. IbPRIA Hassan Hayat, Carles Ventura, Àgata Lapedriza
2022	J	`jnl`	Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents. CoRR Ethan Weber, Dim P. Papadopoulos, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2022	J	`jnl`	Interpreting Face Inference Models Using Hierarchical Network Dissection. Int. J. Comput. Vis. Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas
2022	J	`jnl`	Local Relighting of Real Scenes. CoRR Audrey Cui, Ali Jahanian, Àgata Lapedriza, Antonio Torralba, Shahin Mahdizadehaghdam, Rohit Kumar, David Bau
2022	J	`jnl`	Modeling Subjective Affect Annotations with Multi-Task Learning. Sensors Hassan Hayat, Carles Ventura, Àgata Lapedriza
2022	J	`jnl`	Predicting the impact of urban change in pedestrian and road safety. CoRR Cristina Bustos, Daniel Rhoads, Àgata Lapedriza, Javier Borge-Holthoefer, Albert Solé-Ribalta
2021	J	`jnl`	Explainable, automated urban interventions to improve pedestrian and vehicle safety. CoRR Cristina Bustos, Daniel Rhoads, Albert Solé-Ribalta, David Masip, Alex Arenas, Àgata Lapedriza, Javier Borge-Holthoefer
2021	B	`conf`	Facial Expressions as a Vulnerability in Face Recognition. ICIP Alejandro Peña, Aythami Morales, Ignacio Serna, Julian Fiérrez, Àgata Lapedriza
2021	J	`jnl`	Interpreting Face Inference Models using Hierarchical Network Dissection. CoRR Divyang Teotia, Àgata Lapedriza, Sarah Ostadabbas
2021	—	`conf`	Person Perception Biases Exposed: Revisiting the First Impressions Dataset. WACV (Workshops) Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera
2021	B	`conf`	Predicting Driver Self-Reported Stress by Analyzing the Road Scene. ACII Cristina Bustos, Neska El Haouij, Albert Solé-Ribalta, Javier Borge-Holthoefer, Àgata Lapedriza, Rosalind W. Picard
2021	J	`jnl`	Predicting Driver Self-Reported Stress by Analyzing the Road Scene. CoRR Cristina Bustos, Neska El Haouij, Albert Solé-Ribalta, Javier Borge-Holthoefer, Àgata Lapedriza, Rosalind W. Picard
2021	B	`conf`	Recognizing Emotions evoked by Movies using Multitask Learning. ACII Hassan Hayat, Carles Ventura, Àgata Lapedriza
2021	J	`jnl`	Recognizing Emotions evoked by Movies using Multitask Learning. CoRR Hassan Hayat, Carles Ventura, Àgata Lapedriza
2020	B	`conf`	A Robotic Positive Psychology Coach to Improve College Students' Wellbeing. RO-MAN Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal
2020	J	`jnl`	A Robotic Positive Psychology Coach to Improve College Students' Wellbeing. CoRR Sooyeon Jeong, Sharifa Alghowinem, Laura Aymerich-Franch, Kika Arias, Àgata Lapedriza, Rosalind W. Picard, Hae Won Park, Cynthia Breazeal
2020	J	`jnl`	Context Based Emotion Recognition Using EMOTIC Dataset. IEEE Trans. Pattern Anal. Mach. Intell. Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza
2020	J	`jnl`	Context Based Emotion Recognition using EMOTIC Dataset. CoRR Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza
2020	—	`conf`	Detecting Natural Disasters, Damage, and Incidents in the Wild. ECCV (19) Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2020	J	`jnl`	Detecting natural disasters, damage, and incidents in the wild. CoRR Ethan Weber, Nuria Marzo, Dim P. Papadopoulos, Aritro Biswas, Àgata Lapedriza, Ferda Ofli, Muhammad Imran, Antonio Torralba
2020	J	`jnl`	Facial Expressions as a Vulnerability in Face Recognition. CoRR Alejandro Peña, Ignacio Serna, Aythami Morales, Julian Fiérrez, Àgata Lapedriza
2020	J	`jnl`	Human-centric Dialog Training via Offline Reinforcement Learning. CoRR Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Shane Gu, Rosalind W. Picard
2020	—	`conf`	Human-centric dialog training via offline reinforcement learning. EMNLP (1) Natasha Jaques, Judy Hanwen Shen, Asma Ghandeharioun, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard
2020	B	`conf`	Learning Emotional-Blinded Face Representations. ICPR Alejandro Peña, Julian Fiérrez, Aythami Morales, Àgata Lapedriza
2020	J	`jnl`	Learning Emotional-Blinded Face Representations. CoRR Alejandro Peña, Julian Fiérrez, Àgata Lapedriza, Aythami Morales
2020	—	`conf`	Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective. ECCV Workshops (1) James Z. Wang, Norman I. Badler, Nadia Berthouze, Rick O. Gilmore, Kerri L. Johnson, Àgata Lapedriza, Xin Lu, Nikolaus F. Troje
2020	J	`jnl`	Person Perception Biases Exposed: Revisiting the First Impressions Dataset. CoRR Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera
2020	J	`jnl`	Understanding the Role of Individual Units in a Deep Neural Network. CoRR David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba
2020	J	`jnl`	Understanding the role of individual units in a deep neural network. Proc. Natl. Acad. Sci. USA David Bau, Jun-Yan Zhu, Hendrik Strobelt, Àgata Lapedriza, Bolei Zhou, Antonio Torralba
2019	A*	`conf`	Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems. NeurIPS Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza, Rosalind W. Picard
2019	J	`jnl`	Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems. CoRR Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Àgata Lapedriza, Rosalind W. Picard
2019	—	`conf`	Can we do better explanations? A proposal of user-centered explainable AI. IUI Workshops Mireia Ribera, Àgata Lapedriza
2019	—	`conf`	On the Use of Interpretable CNN for Personality Trait Recognition from Audio. CCIA Hassan Hayat, Carles Ventura, Àgata Lapedriza
2019	B	`conf`	Unintentional affective priming during labeling may bias labels. ACII Judy Hanwen Shen, Àgata Lapedriza, Rosalind W. Picard
2019	J	`jnl`	Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog. CoRR Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Craig Ferguson, Àgata Lapedriza, Noah Jones, Shixiang Gu, Rosalind W. Picard
2018	J	`jnl`	Places: A 10 Million Image Database for Scene Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Bolei Zhou, Àgata Lapedriza, Aditya Khosla, Aude Oliva, Antonio Torralba
2017	—	`conf`	EMOTIC: Emotions in Context Dataset. CVPR Workshops Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza
2017	A*	`conf`	Emotion Recognition in Context. CVPR Ronak Kosti, José M. Álvarez, Adrià Recasens, Àgata Lapedriza
2017	—	`conf`	Interpreting CNN Models for Apparent Personality Trait Regression. CVPR Workshops Carles Ventura, David Masip, Àgata Lapedriza
2017	J	`jnl`	Winner takes all hashing for speeding up the training of neural networks in large class problems. Pattern Recognit. Lett. Amir H. Bakhtiary, Àgata Lapedriza, David Masip
2016	A*	`conf`	Learning Deep Features for Discriminative Localization. CVPR Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
2016	J	`jnl`	Places: An Image Database for Deep Scene Understanding. CoRR Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Antonio Torralba, Aude Oliva
2015	J	`jnl`	Emotion recognition from mid-level features. Pattern Recognit. Lett. David Sánchez-Mendoza, David Masip, Àgata Lapedriza
2015	J	`jnl`	Learning Deep Features for Discriminative Localization. CoRR Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
2015	—	`conf`	Object Detectors Emerge in Deep Scene CNNs. ICLR Bolei Zhou, Aditya Khosla, Àgata Lapedriza, Aude Oliva, Antonio Torralba
2015	—	`conf`	Speeding Up Neural Networks for Large Scale Classification using WTA Hashing. CCIA Amir H. Bakhtiary, Àgata Lapedriza, David Masip
2015	J	`jnl`	Speeding Up Neural Networks for Large Scale Classification using WTA Hashing. CoRR Amir H. Bakhtiary, Àgata Lapedriza, David Masip
2014	—	`conf`	Emotions Classification using Facial Action Units Recognition. CCIA David Sánchez-Mendoza, David Masip, Àgata Lapedriza
2014	—	`conf`	Learning Deep Features for Scene Recognition using Places Database. NIPS Bolei Zhou, Àgata Lapedriza, Jianxiong Xiao, Antonio Torralba, Aude Oliva
2013	J	`jnl`	Are all training examples equally valuable? CoRR Àgata Lapedriza, Hamed Pirsiavash, Zoya Bylinskii, Antonio Torralba
2013	B	`conf`	Emotion Detection Using Hybrid Structural and Appearance Descriptors. MDAI David Sánchez-Mendoza, David Masip, Xavier Baró, Àgata Lapedriza
2013	Misc	`conf`	Opinion Mining on Educational Resources at the Open University of Catalonia. CISIS Isabel Guitart, Jordi Conesa, Luis Villarejo, Àgata Lapedriza, David Masip, Antoni Perez, Elena Planas
2013	J	`jnl`	Robust gait-based gender classification using depth cameras. EURASIP J. Image Video Process. Laura Igual, Àgata Lapedriza, Ricard Borràs
2012	—	`conf`	Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition. ICIAR (2) Ricard Borràs, Àgata Lapedriza, Laura Igual
2010	J	`jnl`	Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices. J. Digit. Inf. Manag. Santi Caballé, Àgata Lapedriza, David Masip, Fatos Xhafa, Ajith Abraham
2009	J	`jnl`	Boosted Online Learning for Face Recognition. IEEE Trans. Syst. Man Cybern. Part B David Masip, Àgata Lapedriza, Jordi Vitrià
2009	J	`jnl`	Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices. J. Digit. Inf. Manag. Santi Caballé, Àgata Lapedriza, David Masip, Fatos Xhafa, Ajith Abraham
2008	J	`jnl`	A sparse Bayesian approach for joint feature selection and classifier learning. Pattern Anal. Appl. Àgata Lapedriza, Santi Seguí, David Masip, Jordi Vitrià
2008	—	`conf`	Multitask Learning - An Application to Incremental Face Recognition. VISAPP (1) David Masip, Àgata Lapedriza, Jordi Vitrià
2008	A*	`conf`	On the use of independent tasks for face recognition. CVPR Àgata Lapedriza, David Masip, Jordi Vitrià
2008	—	`conf`	Subject Recognition Using a New Approach for Feature Selection. VISAPP (2) Àgata Lapedriza, David Masip, Jordi Vitrià
2007	—	`conf`	A Hierarchical Approach for Multi-task Logistic Regression. IbPRIA (2) Àgata Lapedriza, David Masip, Jordi Vitrià
2007	—	`conf`	Face verification by sharing knowledge from different subjects. VISAPP (2) David Masip, Àgata Lapedriza, Jordi Vitrià
2006	—	`conf`	Face Verification using External Features. FGR Àgata Lapedriza, David Masip, Jordi Vitrià
2006	—	`conf`	Gender Recognition in Non Controlled Environments. ICPR (3) Àgata Lapedriza, Manuel J. Marín-Jiménez, Jordi Vitrià
2006	J	`jnl`	On the Use of External Face Features for Identity Verification. J. Multim. Àgata Lapedriza, David Masip, Jordi Vitrià
2005	—	`conf`	Are External Face Features Useful for Automatic Face Classification? CVPR Workshops Àgata Lapedriza, David Masip, Jordi Vitrià
2005	—	`conf`	Experimental Study of the Usefulness of External Face Features for Face Classification. CCIA Àgata Lapedriza, David Masip, Jordi Vitrià
2005	—	`conf`	The Contribution of External Features to Face Recognition. IbPRIA (2) Àgata Lapedriza, David Masip, Jordi Vitrià