Experimental Study of the Usefulness of External Face Features for Face Classification. - Àgata Lapedriza; David Masip; Jordi Vitrià (CCIA, 2005)

Are External Face Features Useful for Automatic Face Classification? - Àgata Lapedriza; David Masip; Jordi Vitrià (CVPR Workshops, 2005)

The Contribution of External Features to Face Recognition. - Àgata Lapedriza; David Masip; Jordi Vitrià (IbPRIA (2), 2005)

Face Verification using External Features. - Àgata Lapedriza; David Masip; Jordi Vitrià (FGR, 2006)

Gender Recognition in Non Controlled Environments. - Àgata Lapedriza; Manuel J. Marín-Jiménez; Jordi Vitrià (ICPR (3), 2006)

On the Use of External Face Features for Identity Verification. - Àgata Lapedriza; David Masip; Jordi Vitrià (J. Multim., 2006)

A Hierarchical Approach for Multi-task Logistic Regression. - Àgata Lapedriza; David Masip; Jordi Vitrià (IbPRIA (2), 2007)

Face verification by sharing knowledge from different subjects. - David Masip; Àgata Lapedriza; Jordi Vitrià (VISAPP (2), 2007)

On the use of independent tasks for face recognition. - Àgata Lapedriza; David Masip; Jordi Vitrià (CVPR, 2008)

Subject Recognition Using a New Approach for Feature Selection. - Àgata Lapedriza; David Masip; Jordi Vitrià (VISAPP (2), 2008)

Multitask Learning - An Application to Incremental Face Recognition. - David Masip; Àgata Lapedriza; Jordi Vitrià (VISAPP (1), 2008)

A sparse Bayesian approach for joint feature selection and classifier learning. - Àgata Lapedriza; Santi Seguí; David Masip; Jordi Vitrià (Pattern Anal. Appl., 2008)

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)

Boosted Online Learning for Face Recognition. - David Masip; Àgata Lapedriza; Jordi Vitrià (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition. - Ricard Borràs; Àgata Lapedriza; Laura Igual (ICIAR (2), 2012)

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 (CISIS, 2013)

Emotion Detection Using Hybrid Structural and Appearance Descriptors. - David Sánchez-Mendoza; David Masip; Xavier Baró; Àgata Lapedriza (MDAI, 2013)

Are all training examples equally valuable? - Àgata Lapedriza; Hamed Pirsiavash; Zoya Bylinskii; Antonio Torralba 001 (CoRR, 2013)

Robust gait-based gender classification using depth cameras. - Laura Igual; Àgata Lapedriza; Ricard Borràs (EURASIP J. Image Video Process., 2013)

Emotions Classification using Facial Action Units Recognition. - David Sánchez-Mendoza; David Masip; Àgata Lapedriza (CCIA, 2014)

Learning Deep Features for Scene Recognition using Places Database. - Bolei Zhou; Àgata Lapedriza; Jianxiong Xiao; Antonio Torralba 001; Aude Oliva (NIPS, 2014)

Speeding Up Neural Networks for Large Scale Classification using WTA Hashing. - Amir H. Bakhtiary; Àgata Lapedriza; David Masip (CCIA, 2015)

Object Detectors Emerge in Deep Scene CNNs. - Bolei Zhou; Aditya Khosla; Àgata Lapedriza; Aude Oliva; Antonio Torralba 001 (ICLR, 2015)

Emotion recognition from mid-level features. - David Sánchez-Mendoza; David Masip; Àgata Lapedriza (Pattern Recognit. Lett., 2015)

Learning Deep Features for Discriminative Localization. - Bolei Zhou; Aditya Khosla; Àgata Lapedriza; Aude Oliva; Antonio Torralba 001 (CVPR, 2016)

Places: An Image Database for Deep Scene Understanding. - Bolei Zhou; Aditya Khosla; Àgata Lapedriza; Antonio Torralba 001; Aude Oliva (CoRR, 2016)

EMOTIC: Emotions in Context Dataset. - Ronak Kosti; José M. Álvarez 004; Adrià Recasens; Àgata Lapedriza (CVPR Workshops, 2017)

Emotion Recognition in Context. - Ronak Kosti; José M. Álvarez 004; Adrià Recasens; Àgata Lapedriza (CVPR, 2017)

Interpreting CNN Models for Apparent Personality Trait Regression. - Carles Ventura; David Masip; Àgata Lapedriza (CVPR Workshops, 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)

Places: A 10 Million Image Database for Scene Recognition. - Bolei Zhou; Àgata Lapedriza; Aditya Khosla; Aude Oliva; Antonio Torralba 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Unintentional affective priming during labeling may bias labels. - Judy Hanwen Shen; Àgata Lapedriza; Rosalind W. Picard (ACII, 2019)

On the Use of Interpretable CNN for Personality Trait Recognition from Audio. - Hassan Hayat; Carles Ventura; Àgata Lapedriza (CCIA, 2019)

Can we do better explanations? A proposal of user-centered explainable AI. - Mireia Ribera; Àgata Lapedriza (IUI Workshops, 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 (NeurIPS, 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)

Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective. - James Z. Wang 001; Norman I. Badler; Nadia Berthouze; Rick O. Gilmore; Kerri L. Johnson; Àgata Lapedriza; Xin Lu 006; Nikolaus F. Troje (ECCV Workshops (1), 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 002; Antonio Torralba 001 (ECCV (19), 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 (EMNLP (1), 2020)

Learning Emotional-Blinded Face Representations. - Alejandro Peña; Julian Fiérrez; Aythami Morales; Àgata Lapedriza (ICPR, 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 001; Cynthia Breazeal (RO-MAN, 2020)

Context Based Emotion Recognition Using EMOTIC Dataset. - Ronak Kosti; José M. Álvarez 004; Adrià Recasens; Àgata Lapedriza (IEEE Trans. Pattern Anal. Mach. Intell., 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 001 (Proc. Natl. Acad. Sci. USA, 2020)

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 (ACII, 2021)

Recognizing Emotions evoked by Movies using Multitask Learning. - Hassan Hayat; Carles Ventura; Àgata Lapedriza (ACII, 2021)

Facial Expressions as a Vulnerability in Face Recognition. - Alejandro Peña; Aythami Morales; Ignacio Serna; Julian Fiérrez; Àgata Lapedriza (ICIP, 2021)

Person Perception Biases Exposed: Revisiting the First Impressions Dataset. - Júlio C. S. Jacques Júnior; Àgata Lapedriza; Cristina Palmero; Xavier Baró; Sergio Escalera (WACV (Workshops), 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)

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)

Local Relighting of Real Scenes. - Audrey Cui; Ali Jahanian 002; Àgata Lapedriza; Antonio Torralba 001; Shahin Mahdizadehaghdam; Rohit Kumar; David Bau (CoRR, 2022)

Interpreting Face Inference Models Using Hierarchical Network Dissection. - Divyang Teotia; Àgata Lapedriza; Sarah Ostadabbas (Int. J. Comput. Vis., 2022)

Modeling Subjective Affect Annotations with Multi-Task Learning. - Hassan Hayat; Carles Ventura; Àgata Lapedriza (Sensors, 2022)

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 (ACIIW, 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 (ACII, 2023)

Grounding the Evaluation of Affect Recognition Models Beyond Dataset-Based Ground Truths. - Carles Civit; Àgata Lapedriza (ACIIW, 2023)

Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning. - Hassan Hayat; Carles Ventura; Àgata Lapedriza (IbPRIA, 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 002; Antonio Torralba 001 (IEEE Trans. Pattern Anal. Mach. Intell., 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 001; Cynthia Breazeal (User Model. User Adapt. Interact., 2023)

Analyzing Cultural Representations of Emotions in LLMs Through Mixed Emotion Survey. - Shiran Dudy; Ibrahim Said Ahmad; Ryoko Kitajima; Àgata Lapedriza (ACII, 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; et al. (HRI (Companion), 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 005; Àgata Lapedriza; Javier Borge-Holthoefer (Remote. Sens., 2024)

Experimenting with Affective Computing Models in Video Interviews with Spanish-Speaking Older Adults. - Josep López Camuñas; Cristina Bustos; Yanjun Zhu; Raquel Ros; Àgata Lapedriza (WACV (Workshops), 2025)

UniMotion: Bridging 2D and 3D Representations for Human Motion Prediction. - Yanjun Zhu; Chen Bai; Cheng Lu; David S. Doermann; Àgata Lapedriza (WACV (Workshops), 2025)