Publications

Isabelle Guyon, Imad Chaabane, Hugo Jair Escalante, Sergio Escalera, Damir Jajetic, James Robert Lloyd, Nuria Macia, Bisakha Ray, Lukasz Romaszko, Michele Sebag, Alexander Statnikov, Sebastien Treguer, Evelyne Viegas, A Brief Review of the ChaLearn AutoML Challenge, AutoML workshop, ICML, 2016.

Jun Wan, Yibing Zhao, Shuai Zhou, Isabelle Guyon, Sergio Escalera, ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition, CVPRW, CVPR, 2016.

Sergio Escalera, Mercedes Torres-Torres, Brais Martinez, Xavier Baró, Hugo Jair  Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian Corneou, Marc Oliu  Simón, Mohammad  Ali Bagheri, Michel Valstar, ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016, CVPRW, CVPR, 2016. Slides.

Sergio Escalera, Junior Fabian, Pablo Pardo, Xavier Baro, Jordi Gonzalez, Hugo Escalante, Dusan Misevic, Ulrich Steiner, Isabelle Guyon, ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition datasets and results, ChaLearn Looking at People workshop, ICCV, 2015.

Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Pablo Pardo, Junior Fabian, Marc Oliu, Hugo J. Escalante, Ivan Huerta, Isabelle Guyon, ChaLearn Looking at People 2015 new competitions: Age Estimation and Cultural Event Recognition, International Joint Conference on Neural Networks, IJCNN 2015. Slides.

Xavier Baro, Jordi Gonzalez, Junior Fabian, Miguel A. Bautista, Marc Oliu, Hugo J. Escalante, Isabelle Guyon, Sergio Escalera, ChaLearn Looking at People 2015 challenges: action spotting and cultural event recognition, CVPR workshops, 2015. Slides.

Sergio Escalera, Xavier Baro, Jordi Gonzalez, Miguel A. Bautista, Meysam Madadi, Miguel Reyes, Víctor Ponce, Hugo J. Escalante, Jamie Shotton, Isabelle Guyon, ChaLearn Looking at People Challenge 2014: Dataset and Results, ChaLearn Looking at People, European Conference on Computer Vision, 2014. Slides.

Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Oscar Lopés, Isabelle Guyon, Vassilis Athitsos, Hugo J. Escalante, Multi-modal Gesture Recognition Challenge 2013: Dataset and Results, Chalearn Multi-Modal Gesture Recognition Workshop, International Conference on Multimodal Interaction, ICMI, 2013. Slides.

Jordi Abella, Raúl Alcaide, Anna Sabaté, Joan Mas, Sergio Escalera, Jordi Gonzàlez, and Coen Antens, Multi-modal Descriptors for Multi-class Hand Pose Recognition in Human Computer Interaction Systems,Chalearn Multi-Modal Gesture Recognition Workshop, International Conference on Multimodal Interaction, ICMI, 2013.

Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Isabelle Guyon, Vassilis Athitsos, Hugo J. Escalante, Leonid Sigal, Antonis Argyros, Cristian Sminchisescu, Richard Bowden, and Stan Sclaroff, ChaLearn Multi-Modal Gesture Recognition 2013: Grand Challenge and Workshop Summary, Chalearn Multi-Modal Gesture Recognition Workshop, International Conference on Multimodal Interaction, ICMI, 2013. Slides.

Víctor Ponce-López, Sergio Escalera, and Xavier Baró, Multi-modal Social Signal Analysis for Predicting Agreement in Conversation Settings, Chalearn Multi-Modal Gesture Recognition Workshop, International Conference on Multimodal Interaction, ICMI, 2013. Slides.

Sergio Escalera, Vassilis Athitsos, Isabelle Guyon, Challenges in multimodal gesture recognition, Journal of Machine Learning Research, vol. 17, pp. 1-54, 2016.

Víctor Ponce-López, Baiyu Chen, Marc Oliu, Ciprian Corneanu, Albert Clapés, Isabelle Guyon, Xavier Baró, Hugo Jair Escalante, Sergio Escalera, ChaLearn LAP 2016: First Round Challenge on First Impressions – Dataset and Results, ChaLearn Apparent Personality Analysis workshop, ECCV, 2016. Slides.

Hugo Jair Escalante, Víctor Ponce López, Jun Wan, Michael Riegler, Baiyu Chen, Albert Clapés, Sergio Escalera, Isabelle Guyon, Xavier Baro, Pal Halvorsen, Henning Müller, and Martha Larson, ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview, ICPRW, 2016.

Sergio Escalera, Xavier Baro, Hugo Jair Escalante, Isabelle Guyon. ChaLearn Looking at People: A Review of Events and Resources. Proceedings of the The 2017 International Joint Conference on Neural Networks (IJCNN 2017), IEEE, 2017. 

Jun Wan, Sergio Escalera, Gholamreza Anbarjafari, Hugo Jair Escalante, Xavier Baro, Isabelle Guyon, Meysam Madadi, Juri Allik, Jelena Gorbova, Chi Lin, and Yiliang Xie, Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real versus Fake Expressed Emotions Challenges, ICCVW, ICCV, 2017. Slides.

Sergio Escalera, Marti Soler, Stephane Ayache, Umut Guçlu, Jun Wan, Meysam Madadi, Xavier Baro, Hugo Jair Escalante, and Isabelle Guyon, ChaLearn Looking at People: Inpainting and Denoising Challenges, The Springer Series on Challenges in Machine Learning, pp. 23-44, 2019.