Isabelle Guyon
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
63
Venues
19
Active years
1990–2025
Best venue rank
A*
Where they publish
Papers
63 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | UniAttackData+: Unified Physical-Digital Attack Detection+ Challenge. | Hui Ma, Ajian Liu, Yongze Li, Chuanbiao Song, Xiao Guo, Changtao Miao, Wanyi Zhuang, Junze Zheng, Shunxin Chen, Yan Hong, Jiabao Guo, Jiankang Deng, Jun Lan, Weiqiang Wang, Tao Gong, Qi Chu, Sergio Escalera, Hugo Jair Escalante, Xiaoming Liu, Zhen Lei, Isabelle Guyon, Yanyan Liang, Jun Wan |
| 2024 | CVPR | Unified Physical-Digital Attack Detection Challenge. | Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei |
| 2024 | ICDAR | A Historical Handwritten Dataset for Ethiopic OCR with Baseline Models and Human-Level Performance. | Birhanu Hailu Belay, Isabelle Guyon, Tadele Mengiste, Bezawork Tilahun, Marcus Liwicki, Tesfa Tegegne, Romain Egele |
| 2023 | ESANN | Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization? | Romain Egele, Isabelle Guyon, Yixuan Sun, Prasanna Balaprakash |
| 2023 | IJCNN | RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. | Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia |
| 2022 | ESANN | Filtering participants improves generalization in competitions and benchmarks. | Adrien Pavo, Isabelle Guyon, Zhengying Liu |
| 2022 | ICPR | AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification. | Romain Egele, Romit Maulik, Krishnan Raghavan, Bethany Lusch, Isabelle Guyon, Prasanna Balaprakash |
| 2022 | IJCNN | Meta-learning from Learning Curves: Challenge Design and Baseline Results. | Manh Hung Nguyen, Lisheng Sun-Hosoya, Nathan Grinsztajn, Isabelle Guyon |
| 2021 | AAAI | Advances in MetaDL: AAAI 2021 Challenge and Workshop. | Adrian El Baz, Isabelle Guyon, Zhengying Liu, Jan N. van Rijn, Sbastien Treguer, Joaquin Vanschoren |
| 2021 | AAAI | Asymptotic Analysis of Meta-learning as a Recommendation Problem. | Zhengying Liu, Isabelle Guyon |
| 2021 | ESANN | Quantifying Resemblance of Synthetic Medical Time-Series. | Karan Bhanot, Saloni Dash, Joseph Pedersen, Isabelle Guyon, Kristin P. Bennett |
| 2021 | ESANN | Judging competitions and benchmarks: a candidate election approach. | Adrien Pavao, Isabelle Guyon, Michael Vaccaro |
| 2021 | ICCV | Didn't see that coming: a survey on non-verbal social human behavior forecasting. | Germn Barquero, Johnny Nez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero |
| 2021 | ICCV | Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios. | Germn Barquero, Johnny Nez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero |
| 2021 | ICCV | ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results. | Cristina Palmero, Germn Barquero, Jlio C. S. Jacques Jnior, Albert Claps, Johnny Nez, David Curto, Sorina Smeureanu, Javier Selva, Zejian Zhang, David Saeteros, David Gallardo-Pujol, Georgina Guilera, David Leiva, Feng Han, Xiaoxue Feng, Jennifer He, Wei-Wei Tu, Thomas B. Moeslund, Isabelle Guyon, Sergio Escalera |
| 2021 | ICCV | Understanding Social Behavior in Dyadic and Small Group Interactions: Preface. | Cristina Palmero, Jlio C. S. Jacques Jnior, Albert Claps, Isabelle Guyon, Wei-Wei Tu, Thomas B. Moeslund, Sergio Escalera |
| 2021 | ICMLA | Aircraft Numerical "Twin": A Time Series Regression Competition. | Adrien Pavao, Isabelle Guyon, Nachar Stphane, Fabrice Lebeau, Martin Ghienne, Ludovic Platon, Tristan Barbagelata, Pierre Escamilla, Sana Mzali, Meng Liao, Sylvain Lassonde, Antonin Braun, Slim Ben-Amor, Liliana Cucu-Grosjean, Marwan Wehaiba, Avner Bar-Hen, Adriana Gogonel, Alaeddine Ben Cheikh, Marc Duda, Julien Laugel, Mathieu Marauri, Mhamed Souissi, Tho Lecerf, Mehdi Elion, Sonia Tabti, Julien Budynek, Pauline Le Bouteiller, Antonin Penon, Raphal-David Lasseri, Julien Ripoche, Thomas E. Epalle |
| 2021 | SC | AgEBO-tabular: joint neural architecture and hyperparameter search with autotuned data-parallel training for tabular data. | Romain gel, Prasanna Balaprakash, Isabelle Guyon, Venkatram Vishwanath, Fangfang Xia, Rick Stevens, Zhengying Liu |
| 2020 | AIME | Medical Time-Series Data Generation Using Generative Adversarial Networks. | Saloni Dash, Andrew Yale, Isabelle Guyon, Kristin P. Bennett |
| 2020 | KDD | Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys. | Rishabh Mehrotra, Ben Carterette, Yong Li, Quanming Yao, Chen Gao, James T. Kwok, Qiang Yang, Isabelle Guyon |
| 2019 | CVPR | Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. | Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li |
| 2019 | ESANN | LEAP nets for power grid perturbations. | Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer |
| 2019 | ESANN | Privacy Preserving Synthetic Health Data. | Andrew Yale, Saloni Dash, Ritik Dutta, Isabelle Guyon, Adrien Pavao, Kristin P. Bennett |
| 2019 | IJCNN | Graph Neural Solver for Power Systems. | Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Antoine Marot |
| 2018 | ESANN | Fast Power system security analysis with Guided Dropout. | Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici |
| 2018 | ESANN | Systematics aware learning : a case study in high energy physics. | Victor Estrade, Ccile Germain, Isabelle Guyon, David Rousseau |
| 2018 | ESANN | Analysis of imputation bias for feature selection with missing data. | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Vernica Boln-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed |
| 2018 | ICPR | Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. | Gabriela Ramrez-de-la-Rosa, Esa Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Mller, Isabelle Guyon |
| 2018 | IJCNN | Anticipating contingengies in power grids using fast neural net screening. | Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici |
| 2017 | IJCNN | Design of an explainable machine learning challenge for video interviews. | Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Jlio C. S. Jacques Jnior, Meysam Madadi, Xavier Bar, Stphane Ayache, Evelyne Viegas, Yagmur Gltrk, Umut Gl, Marcel A. J. van Gerven, Rob van Lier |
| 2017 | IJCNN | ChaLearn looking at people: A review of events and resources. | Sergio Escalera, Xavier Bar, Hugo Jair Escalante, Isabelle Guyon |
| 2016 | CVPR | ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. | Sergio Escalera, Mercedes Torres, Brais Martnez, Xavier Bar, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian A. Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel F. Valstar |
| 2016 | CVPR | ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition. | Jun Wan, Stan Z. Li, Yibing Zhao, Shuai Zhou, Isabelle Guyon, Sergio Escalera |
| 2016 | ECCV | Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits. | Baiyu Chen, Sergio Escalera, Isabelle Guyon, Vctor Ponce-Lpez, Nihar B. Shah, Marc Oliu Simon |
| 2016 | ECCV | ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results. | Vctor Ponce-Lpez, Baiyu Chen, Marc Oliu, Ciprian A. Corneanu, Albert Claps, Isabelle Guyon, Xavier Bar, Hugo Jair Escalante, Sergio Escalera |
| 2016 | ESANN | How machine learning won the Higgs boson challenge. | Claire Adam-Bourdarios, Glen Cowan, Ccile Germain, Isabelle Guyon, Balzs Kgl, David Rousseau |
| 2016 | ICML | A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention. | Isabelle Guyon, Imad Chaabane, Hugo Jair Escalante, Sergio Escalera, Damir Jajetic, James Robert Lloyd, Nria Maci, Bisakha Ray, Lukasz Romaszko, Michle Sebag, Alexander R. Statnikov, Sbastien Treguer, Evelyne Viegas |
| 2016 | ICPR | ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. | Hugo Jair Escalante, Vctor Ponce-Lpez, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Claps, Sergio Escalera, Isabelle Guyon, Xavier Bar, Pl Halvorsen, Henning Mller, Martha A. Larson |
| 2015 | CVPR | ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition. | Xavier Bar, Jordi Gonzlez, Junior Fabian, Miguel ngel Bautista, Marc Oliu, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera |
| 2015 | IJCNN | ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition. | Sergio Escalera, Jordi Gonzlez, Xavier Bar, Pablo Pardo, Junior Fabian, Marc Oliu, Hugo Jair Escalante, Ivn Huerta, Isabelle Guyon |
| 2015 | IJCNN | Design of the 2015 ChaLearn AutoML challenge. | Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Nria Maci, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas |
| 2014 | ECCV | ChaLearn Looking at People Challenge 2014: Dataset and Results. | Sergio Escalera, Xavier Bar, Jordi Gonzlez, Miguel ngel Bautista, Meysam Madadi, Miguel Reyes, Vctor Ponce-Lpez, Hugo Jair Escalante, Jamie Shotton, Isabelle Guyon |
| 2014 | IJCNN | Design of the first neuronal connectomics challenge: From imaging to connectivity. | Isabelle Guyon, Demian Battaglia, Alice Guyon, Vincent Lemaire, Javier G. Orlandi, Bisakha Ray, Mehreen Saeed, Jordi Soriano, Alexander R. Statnikov, Olav Stetter |
| 2013 | ICMI | ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary. | Sergio Escalera, Jordi Gonzlez, Xavier Bar, Miguel Reyes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante, Leonid Sigal, Antonis A. Argyros, Cristian Sminchisescu, Richard Bowden, Stan Sclaroff |
| 2013 | ICMI | Multi-modal gesture recognition challenge 2013: dataset and results. | Sergio Escalera, Jordi Gonzlez, Xavier Bar, Miguel Reyes, Oscar Lopes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante |
| 2012 | CVPR | ChaLearn gesture challenge: Design and first results. | Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Ben Hamner, Hugo Jair Escalante |
| 2011 | IJCNN | Unsupervised and transfer learning challenge. | Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha |
| 2010 | IJCNN | Design and analysis of the WCCI 2010 active learning challenge. | Isabelle Guyon, Gavin C. Cawley, Gideon Dror, Vincent Lemaire |
| 2007 | IJCNN | Agnostic Learning vs. Prior Knowledge Challenge. | Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C. Cawley |
| 2006 | IJCNN | PerformancePrediction Challenge. | Isabelle Guyon, Amir Reza Saffari Azar Alamdari, Gideon Dror, Joachim M. Buhmann |
| 2004 | ICFHR | The WANDAML markup language for digital document annotation. | Katrin Franke, Isabelle Guyon, Lambert Schomaker, Louis Vuurpijl |
| 2003 | HIS | WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification. | Katrin Franke, Lambert Schomaker, Christian Veenhuis, C. Taubenheim, Isabelle Guyon, Louis Vuurpijl, Merijn van Erp, G. Zwarts |
| 2002 | PSB | A Stability Based Method for Discovering Structure in Clustered Data. | Asa Ben-Hur, Andr Elisseeff, Isabelle Guyon |
| 1995 | ICDAR | Design of a linguistic postprocessor using variable memory length Markov models. | Isabelle Guyon, Fernando Pereira |
| 1994 | ICASSP | On-line cursive script recognition using time delay neural networks and hidden Markov models. | Markus Schenkel, Isabelle Guyon, Don Henderson |
| 1994 | ICPR | Comparison of classifier methods: a case study in handwritten digit recognition. | Lon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Larry D. Jackel, Yann LeCun, Urs A. Mller, Eduard Sckinger, Patrice Y. Simard, Vladimir Vapnik |
| 1994 | ICPR | UNIPEN project of on-line data exchange and recognizer benchmarks. | Isabelle Guyon, Lambert Schomaker, Rejean Plamondon, Mark Y. Liberman, Stan Janet |
| 1994 | KDD | Discovering Informative Patterns and Data Cleaning. | Isabelle Guyon, Nada Matic, Vladimir Vapnik |
| 1993 | ICDAR | Writer-adaptation for on-line handwritten character recognition. | Nada Matic, Isabelle Guyon, John S. Denker, Vladimir Vapnik |
| 1992 | COLT | A Training Algorithm for Optimal Margin Classifiers. | Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik |
| 1992 | ICPR | Capacity control in linear classifiers for pattern recognition. | Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Lon Bottou, Sara A. Solla |
| 1992 | ICPR | Computer aided cleaning of large databases for character recognition. | Nada Matic, Isabelle Guyon, Lon Bottou, John S. Denker, Vladimir Vapnik |
| 1990 | IJCNN | Hardware requirements for neural-net optical character recognition. | Lawrence D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Yann LeCun, Isabelle Guyon, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard, Sara A. Solla |