Àgata Lapedriza

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All published works

Action	Title	Year	Authors
+ PDF Chat	Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey	2024	Shiran Dudy Ifzal Ahmad Ryoko Kitajima Àgata Lapedriza
+ PDF Chat	On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP	2023	Cristina Bustos Carles Civit Brian Du Albert Solé-Ribalta Àgata Lapedriza
+ PDF Chat	Analyzing the contribution of different passively collected data to predict Stress and Depression	2023	Irene Bonafonte-Pardàs Cristina Bustos Abraham Larrazolo Gilberto Lorenzo Martínez Luna Adolfo Guzmán Arenas Xavier Baró Isaac Tourgeman Mercedes Balcells Àgata Lapedriza
+	On the use of Vision-Language models for Visual Sentiment Analysis: a study on CLIP	2023	Cristina Bustos Carles Civit Brian Du Albert Solé-Ribalta Àgata Lapedriza
+	Analyzing the contribution of different passively collected data to predict Stress and Depression	2023	Irene Bonafonte-Pardàs Cristina Bustos Abraham Larrazolo Gilberto Lorenzo Martínez Luna Adolfo Guzmán Arenas Xavier Baró Isaac Tourgeman Mercedes Balcells Àgata Lapedriza
+ PDF Chat	Interpreting Face Inference Models Using Hierarchical Network Dissection	2022	Divyang Teotia Àgata Lapedriza Sarah Ostadabbas
+	Predicting the impact of urban change in pedestrian and road safety	2022	Cristina Bustos Daniel D. Rhoads Àgata Lapedriza Javier Borge‐Holthoefer Albert Solé-Ribalta
+	Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents	2022	Ethan Weber Dim P. Papadopoulos Àgata Lapedriza Ferda Ofli Muhammad Ali Imran Antonio Torralba
+	Local Relighting of Real Scenes	2022	Audrey Cui Ali Jahanian Àgata Lapedriza Antonio Torralba Shahin Mahdizadehaghdam Rohit Kumar David Bau
+ PDF Chat	Incidents1M: a Large-Scale Dataset of Images With Natural Disasters, Damage, and Incidents	2022	Ethan Weber Dim P. Papadopoulos Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba
+	Explainable, automated urban interventions to improve pedestrian and vehicle safety	2021	Cristina Bustos Daniel D. Rhoads Albert Solé-Ribalta David Masip Àlex Arenas Àgata Lapedriza Javier Borge‐Holthoefer
+ PDF Chat	Recognizing Emotions evoked by Movies using Multitask Learning	2021	Hassan Hayat Carles Ventura Àgata Lapedriza
+ PDF Chat	Predicting Driver Self-Reported Stress by Analyzing the Road Scene	2021	Cristina Bustos Neska Elhaouij Albert Solé-Ribalta Javier Borge‐Holthoefer Àgata Lapedriza Rosalind W. Picard
+ PDF Chat	Facial Expressions as a Vulnerability in Face Recognition	2021	Alejandro Peña Aythami Morales Ignacio Serna Julián Fiérrez Àgata Lapedriza
+	Explainable, automated urban interventions to improve pedestrian and vehicle safety	2021	Carlos Pacheco-Bustos Daniel D. Rhoads Albert Solé-Ribalta David Masip Àlex Arenas Àgata Lapedriza Javier Borge‐Holthoefer
+ PDF Chat	Learning Emotional-Blinded Face Representations	2021	Alejandro Peña Julián Fiérrez Aythami Morales Àgata Lapedriza
+ PDF Chat	Person Perception Biases Exposed: Revisiting the First Impressions Dataset	2021	Julio C. S. Jacques Àgata Lapedriza Cristina Palmero Xavier Baró Sérgio Escalera
+	Recognizing Emotions evoked by Movies using Multitask Learning	2021	Hassan Hayat Carles Ventura Àgata Lapedriza
+	Explainable, automated urban interventions to improve pedestrian and vehicle safety	2021	Cristina Bustos Daniel D. Rhoads Albert Solé-Ribalta David Masip Àlex Arenas Àgata Lapedriza Javier Borge‐Holthoefer
+	Predicting Driver Self-Reported Stress by Analyzing the Road Scene	2021	Cristina E. Bustos Neska Elhaouij Albert Solé-Ribalta Javier Borge‐Holthoefer Àgata Lapedriza Rosalind W. Picard
+ PDF Chat	Facial Expressions as a Vulnerability in Face Recognition	2020	Alejandro Peña Ignacio Serna Aythami Morales Julián Fiérrez Àgata Lapedriza
+	Human-centric Dialog Training via Offline Reinforcement Learning	2020	Natasha Jaques Judy Hanwen Shen Asma Ghandeharioun Craig Ferguson Àgata Lapedriza N. S. Jones Shixiang Gu Rosalind W. Picard
+	Learning Emotional-Blinded Face Representations	2020	Alejandro Peña Julián Fiérrez Àgata Lapedriza Aythami Morales
+ PDF Chat	Understanding the role of individual units in a deep neural network	2020	David Bau Jun-Yan Zhu Hendrik Strobelt Àgata Lapedriza Bolei Zhou Antonio Torralba
+	Detecting natural disasters, damage, and incidents in the wild	2020	Ethan Weber Nuria Marzo Dim P. Papadopoulos Aritro Biswas Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba
+ PDF Chat	A Robotic Positive Psychology Coach to Improve College Students’ Wellbeing	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	2020	Sooyeon Jeong Sharifa Alghowinem Laura Aymerich-Franch Kika Arias Àgata Lapedriza Rosalind W. Picard Hae Won Park Cynthia Breazeal
+	Facial Expressions as a Vulnerability in Face Recognition	2020	Alejandro Peña Ignacio Serna Aythami Morales Julián Fiérrez Àgata Lapedriza
+	Human-centric dialog training via offline reinforcement learning	2020	Natasha Jaques Judy Hanwen Shen Asma Ghandeharioun Craig Ferguson Àgata Lapedriza Noah Jones Shixiang Gu Rosalind W. Picard
+ PDF Chat	Detecting Natural Disasters, Damage, and Incidents in the Wild	2020	Ethan Weber Nuria Marzo Dim P. Papadopoulos Aritro Biswas Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba
+	Person Perception Biases Exposed: Revisiting the First Impressions Dataset	2020	Julio C. S. Jacques Àgata Lapedriza Cristina Palmero Xavier Baró Sérgio Escalera
+	Human-centric Dialog Training via Offline Reinforcement Learning	2020	Natasha Jaques Judy Hanwen Shen Asma Ghandeharioun Craig R. Ferguson Àgata Lapedriza Noah Jones Shixiang Gu Rosalind W. Picard
+	Learning Emotional-Blinded Face Representations	2020	Alejandro Peña Julián Fiérrez Àgata Lapedriza Aythami Morales
+	Detecting natural disasters, damage, and incidents in the wild	2020	Ethan Weber Núria Marzo Dim P. Papadopoulos Aritro Biswas Àgata Lapedriza Ferda Ofli Muhammad Ali Imran Antonio Torralba
+ PDF Chat	Context Based Emotion Recognition using EMOTIC Dataset	2019	Ronak Kosti Jose M. Álvarez Adrià Recasens Àgata Lapedriza
+	Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems	2019	Asma Ghandeharioun Judy Hanwen Shen Natasha Jaques Craig Ferguson N. S. Jones Àgata Lapedriza Rosalind W. Picard
+	Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog	2019	Natasha Jaques Asma Ghandeharioun Judy Hanwen Shen Craig Ferguson Àgata Lapedriza Noah Jones Shixiang Gu Rosalind W. Picard
+	Places: An Image Database for Deep Scene Understanding	2017	Bolei Zhou Àgata Lapedriza Antonio Torralba Aude Oliva
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba
+	Places: An Image Database for Deep Scene Understanding	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Antonio Torralba Aude Oliva
+	Speeding Up Neural Networks for Large Scale Classification using WTA Hashing	2015	Amir Hoshang Bakhtiary Àgata Lapedriza David Masip
+	Learning Deep Features for Discriminative Localization	2015	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba
+	Speeding Up Neural Networks for Large Scale Classification using WTA Hashing	2015	Amir Hoshang Bakhtiary Àgata Lapedriza David Masip
+	Object Detectors Emerge in Deep Scene CNNs	2014	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba
+	Are all training examples equally valuable	2013	Àgata Lapedriza Hamed Pirsiavash Zoya Bylinskii Antonio Torralba
+	Are all training examples equally valuable?	2013	Àgata Lapedriza Hamed Pirsiavash Zoya Bylinskii Antonio Torralba
+ PDF Chat	Preferred Spatial Frequencies for Human Face Processing Are Associated with Optimal Class Discrimination in the Machine	2008	Matthias Keil Àgata Lapedriza David Masip Jordi Vitrià
+	Face Recognition in the Machine Reveals Properties of Human Face Recognition	2006	Matthias Keil Àgata Lapedriza David Masip Jordi Vitrià

Common Coauthors

Coauthor	Papers Together
Antonio Torralba	14
Rosalind W. Picard	9
Albert Solé-Ribalta	8
David Masip	7
Aythami Morales	6
Javier Borge‐Holthoefer	6
Alejandro Peña	6
Bolei Zhou	6
Julián Fiérrez	6
Ethan Weber	5
Asma Ghandeharioun	5
Ferda Ofli	5
Dim P. Papadopoulos	5
Aude Oliva	5
Natasha Jaques	5
Judy Hanwen Shen	5
Aditya Khosla	4
Craig Ferguson	4
Daniel D. Rhoads	4
Cristina Bustos	4
Xavier Baró	4
Cristina Bustos	4
Muhammad Imran	3
Àlex Arenas	3
Shixiang Gu	3
Ignacio Serna	3
Aritro Biswas	3
Noah Jones	2
Sharifa Alghowinem	2
Zoya Bylinskii	2
Amir Hoshang Bakhtiary	2
Neska Elhaouij	2
Laura Aymerich-Franch	2
Matthias Keil	2
Julio C. S. Jacques	2
Hamed Pirsiavash	2
David Bau	2
Sérgio Escalera	2
Jordi Vitrià	2
Irene Bonafonte-Pardàs	2
Cristina Palmero	2
Sooyeon Jeong	2
Hassan Hayat	2
Mercedes Balcells	2
Adolfo Guzmán Arenas	2
Kika Arias	2
Nuria Marzo	2
Isaac Tourgeman	2
Carles Civit	2
Abraham Larrazolo	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	10
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	8
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	7
+ PDF Chat	Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States	2017	Timnit Gebru Jonathan Krause Yilun Wang Duyun Chen Jia Deng E Aiden Li Fei-Fei	5
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	5
+ PDF Chat	VGGFace2: A Dataset for Recognising Faces across Pose and Age	2018	Qiong Cao Li Shen Weidi Xie Omkar Parkhi Andrew Zisserman	5
+	A Deep Reinforcement Learning Chatbot	2017	Iulian Vlad Serban Chinnadhurai Sankar Mathieu Germain Saizheng Zhang Zhouhan Lin Sandeep Subramanian Taesup Kim Michael Pieper Sarath Chandar Nan Rosemary Ke	4
+ PDF Chat	Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models	2016	Iulian Vlad Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joëlle Pineau	4
+ PDF Chat	Supervised Learning of Universal Sentence Representations from Natural Language Inference Data	2017	Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes	4
+ PDF Chat	Understanding deep image representations by inverting them	2015	Aravindh Mahendran Andrea Vedaldi	4
+ PDF Chat	Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm	2017	Bjarke Felbo Alan Mislove Anders Søgaard Iyad Rahwan Sune Lehmann	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	4
+ PDF Chat	Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks	2016	Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao	4
+	Distilling the Knowledge in a Neural Network	2015	Geoffrey E. Hinton Oriol Vinyals Jay B. Dean	4
+ PDF Chat	Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation, and COTS Evaluation	2018	Ester González-Sosa Julián Fiérrez Rubén Vera-Rodríguez Fernando Alonso‐Fernandez	4
+ PDF Chat	Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening	2019	Nan Wu Jason Phang Jungkyu Park Yiqiu Shen Zhe Huang Masha Zorin Stanisław Jastrzȩbski Thibault Févry Joe Katsnelson Eric Kim	3
+ PDF Chat	A pragmatic guide to geoparsing evaluation	2019	Milan Gritta Mohammad Taher Pilehvar Nigel Collier	3
+ PDF Chat	Multimodal Categorization of Crisis Events in Social Media	2020	Mahdi Abavisani Liwei Wu Shengli Hu Joel Tetreault Alejandro Jaimes	3
+ PDF Chat	ArcFace: Additive Angular Margin Loss for Deep Face Recognition	2019	Jiankang Deng Jia Guo Niannan Xue Stefanos Zafeiriou	3
+	Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management	2017	Pei-Hao Su Paweł Budzianowski Stefan Ultes Milica Gašić Steve Young	3
+ PDF Chat	Learning a Deep ConvNet for Multi-Label Classification With Partial Labels	2019	Thibaut Durand Nazanin Mehrasa Greg Mori	3
+	Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction	2019	Aviral Kumar Justin Fu Matthew Soh George Tucker Sergey Levine	3
+	Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	2015	Yarin Gal Zoubin Ghahramani	3
+ PDF Chat	SensitiveNets: Learning Agnostic Representations with Application to Face Images	2020	Aythami Morales Julián Fiérrez Rubén Vera-Rodríguez Rubén Tolosana	3
+ PDF Chat	Deep Facial Expression Recognition: A Survey	2020	Shan Li Weihong Deng	3
+ PDF Chat	CNN Features Off-the-Shelf: An Astounding Baseline for Recognition	2014	Ali Sharif Razavian Hossein Azizpour Josephine Sullivan Stefan Carlsson	3
+ PDF Chat	YFCC100M	2016	Bart Thomée David A. Shamma Gerald Friedland Benjamin Elizalde Karl Ni Douglas N. Poland Damian Borth Li-Jia Li	3
+ PDF Chat	Optimal control as a graphical model inference problem	2012	Hilbert J. Kappen Vicenç Gómez Manfred Opper	3
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	3
+ PDF Chat	Fine-Grained Car Detection for Visual Census Estimation	2017	Timnit Gebru Jonathan Krause Yilun Wang Duyun Chen Jia Deng Li Fei-Fei	3
+ PDF Chat	Training Region-Based Object Detectors with Online Hard Example Mining	2016	Abhinav Shrivastava Abhinav Gupta Ross Girshick	3
+ PDF Chat	Deep Reinforcement Learning for Dialogue Generation	2016	Jiwei Li Will Monroe Alan Ritter Dan Jurafsky Michel Galley Jianfeng Gao	3
+	Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems	2018	Bing Liu Gokhan Tür Dilek Hakkani‐Tür Pararth Shah Larry Heck	3
+ PDF Chat	Exploring Object-Centric and Scene-Centric CNN Features and Their Complementarity for Human Rights Violations Recognition in Images	2019	Grigorios Kalliatakis Shoaib Ehsan Aleš Leonardis Maria Fasli Klaus D. McDonald-Maier	3
+ PDF Chat	Adversarial Learning for Neural Dialogue Generation	2017	Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky	3
+	Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	2013	Karen Simonyan Andrea Vedaldi Andrew Zisserman	3
+	Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems	2019	Asma Ghandeharioun Judy Hanwen Shen Natasha Jaques Craig Ferguson N. S. Jones Àgata Lapedriza Rosalind W. Picard	3
+	HappyBot: Generating Empathetic Dialogue Responses by Improving User Experience Look-ahead	2019	Jamin Shin Peng Xu Andrea Madotto Pascale Fung	3
+ PDF Chat	A Unified Model for Near and Remote Sensing	2017	Scott Workman Menghua Zhai David Crandall Nathan Jacobs	3
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	3
+ PDF Chat	SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction	2018	Lingyu Liang Luojun Lin Lianwen Jin Duorui Xie Mengru Li	3
+ PDF Chat	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization	2017	Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra	3
+	CrossNorm: Normalization for Off-Policy TD Reinforcement Learning	2019	Aditya Bhatt Max Argus Artemij Amiranashvili Thomas Brox	3
+	Off-Policy Policy Gradient with State Distribution Correction	2019	Yao Liu Adith Swaminathan Alekh Agarwal Emma Brunskill	3
+ PDF Chat	Exploiting ConvNet Diversity for Flooding Identification	2018	Keiller Nogueira Samuel G. Fadel Ícaro Cavalcante Dourado Rafael de Oliveira Werneck Javier A. V. Muñoz Otávio A. B. Penatti Rodrigo Tripodi Calumby Lin Tzy Li Jefersson A. dos Santos Ricardo da S. Torres	3
+	Maximum a Posteriori Policy Optimisation	2018	Abbas Abdolmaleki Jost Tobias Springenberg Yuval Tassa Rémi Munos Nicolas Heess Martin Riedmiller	3
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	3
+ PDF Chat	Socioecologically informed use of remote sensing data to predict rural household poverty	2019	Gary R. Watmough Charlotte L.J. Marcinko Clare Sullivan Kevin Tschirhart Patrick K. Mutuo Cheryl Palm Jens‐Christian Svenning	3
+ PDF Chat	Discovering Fair Representations in the Data Domain	2019	Novi Quadrianto Viktoriia Sharmanska Oliver Thomas	3