Àgata Lapedriza

Orcid: 0000-0002-5248-0443

According to our database1, Àgata Lapedriza authored at least 59 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deploying a Robotic ride-on Car in the Hospital to Reduce the Stress of Pediatric Patients before Surgery.
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.
User Model. User Adapt. Interact., April, 2023

Incidents1M: A Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Grounding the Evaluation of Affect Recognition Models Beyond Dataset-Based Ground Truths.
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.
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.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
Modeling Subjective Affect Annotations with Multi-Task Learning.
Sensors, 2022

Interpreting Face Inference Models Using Hierarchical Network Dissection.
Int. J. Comput. Vis., 2022

Local Relighting of Real Scenes.
CoRR, 2022

Predicting the impact of urban change in pedestrian and road safety.
CoRR, 2022

2021
Explainable, automated urban interventions to improve pedestrian and vehicle safety.
CoRR, 2021

Person Perception Biases Exposed: Revisiting the First Impressions Dataset.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Facial Expressions as a Vulnerability in Face Recognition.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Recognizing Emotions evoked by Movies using Multitask Learning.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

Predicting Driver Self-Reported Stress by Analyzing the Road Scene.
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.
Proc. Natl. Acad. Sci. USA, 2020

Context Based Emotion Recognition Using EMOTIC Dataset.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Robotic Positive Psychology Coach to Improve College Students' Wellbeing.
Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Learning Emotional-Blinded Face Representations.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Human-centric dialog training via offline reinforcement learning.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Detecting Natural Disasters, Damage, and Incidents in the Wild.
Proceedings of the Computer Vision - ECCV 2020, 2020

Panel: Bodily Expressed Emotion Understanding Research: A Multidisciplinary Perspective.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog.
CoRR, 2019

Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems.
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.
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.
Proceedings of the Artificial Intelligence Research and Development, 2019

Unintentional affective priming during labeling may bias labels.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
Places: A 10 Million Image Database for Scene Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017
Winner takes all hashing for speeding up the training of neural networks in large class problems.
Pattern Recognit. Lett., 2017

Interpreting CNN Models for Apparent Personality Trait Regression.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Emotion Recognition in Context.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

EMOTIC: Emotions in Context Dataset.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Places: An Image Database for Deep Scene Understanding.
CoRR, 2016

Learning Deep Features for Discriminative Localization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Emotion recognition from mid-level features.
Pattern Recognit. Lett., 2015

Object Detectors Emerge in Deep Scene CNNs.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Speeding Up Neural Networks for Large Scale Classification using WTA Hashing.
Proceedings of the Artificial Intelligence Research and Development, 2015

2014
Learning Deep Features for Scene Recognition using Places Database.
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.
Proceedings of the Artificial Intelligence Research and Development, 2014

2013
Robust gait-based gender classification using depth cameras.
EURASIP J. Image Video Process., 2013

Are all training examples equally valuable?
CoRR, 2013

Emotion Detection Using Hybrid Structural and Appearance Descriptors.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

Opinion Mining on Educational Resources at the Open University of Catalonia.
Proceedings of the Seventh International Conference on Complex, 2013

2012
Depth Information in Human Gait Analysis: An Experimental Study on Gender Recognition.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2010
Enabling Automatic Just-in-time Evaluation of In-class Discussions in On-line Collaborative Learning Practices.
J. Digit. Inf. Manag., 2010

2009
Boosted Online Learning for Face Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2009

2008
A sparse Bayesian approach for joint feature selection and classifier learning.
Pattern Anal. Appl., 2008

Multitask Learning - An Application to Incremental Face Recognition.
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.
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.
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.
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.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
On the Use of External Face Features for Identity Verification.
J. Multim., 2006

Gender Recognition in Non Controlled Environments.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Face Verification using External Features.
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.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Are External Face Features Useful for Automatic Face Classification?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Experimental Study of the Usefulness of External Face Features for Face Classification.
Proceedings of the Artificial Intelligence Research and Development, 2005


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