Isabelle Guyon

According to our database1, Isabelle Guyon
  • authored at least 83 papers between 1987 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Looking at People Special Issue.
International Journal of Computer Vision, 2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018

Fast Power system security analysis with Guided Dropout.
CoRR, 2018

2017
Principal motion components for one-shot gesture recognition.
Pattern Anal. Appl., 2017

Editorial: special issue on computational intelligence for vision and robotics.
Neural Computing and Applications, 2017

Introducing machine learning for power system operation support.
CoRR, 2017

Design and Analysis of the NIPS 2016 Review Process.
CoRR, 2017

ChaLearn Looking at People: Events and Resources.
CoRR, 2017

ChaLearn looking at people: A review of events and resources.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Design of an explainable machine learning challenge for video interviews.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Visualizing Apparent Personality Analysis with Deep Residual Networks.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Challenges in Multi-modal Gesture Recognition.
Proceedings of the Gesture Recognition, 2017

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey.
Proceedings of the Gesture Recognition, 2017

2016
Challenges in multimodal gesture recognition.
Journal of Machine Learning Research, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention.
Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Design of the 2015 ChaLearn AutoML challenge.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition.
IEEE Trans. Image Processing, 2014

The ChaLearn gesture dataset (CGD 2011).
Mach. Vis. Appl., 2014

The Higgs boson machine learning challenge.
Proceedings of the Workshop on High-energy Physics and Machine Learning, 2014

Design of the first neuronal connectomics challenge: From imaging to connectivity.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

First Connectomics Challenge: From Imaging to Connectivity.
Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014

ChaLearn Looking at People Challenge 2014: Dataset and Results.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Principal motion components for gesture recognition using a single-example.
CoRR, 2013

Multi-modal gesture recognition challenge 2013: dataset and results.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

2012
Analysis of the IJCNN 2011 UTL challenge.
Neural Networks, 2012

ICML2011 Unsupervised and Transfer Learning Workshop.
Proceedings of the Unsupervised and Transfer Learning, 2012

Clustering: Science or Art?
Proceedings of the Unsupervised and Transfer Learning, 2012

Results and Analysis of the ChaLearn Gesture Challenge 2012.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

ChaLearn gesture challenge: Design and first results.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Time Series Analysis with the Causality Workbench.
Proceedings of the Neural Information Processing Systems (NIPS) Mini-Symposium on Causality in Time Series, 2011

Results of the Active Learning Challenge.
Proceedings of the Active Learning and Experimental Design workshop, 2011

Unsupervised and transfer learning challenge.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Demonstrations and live evaluation for the gesture recognition challenge.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Model Selection: Beyond the Bayesian/Frequentist Divide.
Journal of Machine Learning Research, 2010

Causality: Objectives and Assessment.
Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

Design and analysis of the WCCI 2010 active learning challenge.
Proceedings of the International Joint Conference on Neural Networks, 2010

Development Projects for the CausalityWorkbench.
Proceedings of the Artificial Intelligence for Development, 2010

2009
Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database.
SIGKDD Explorations, 2009

Analysis of the KDD Cup 2009: Fast Scoring on a Large Orange Customer Database.
Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009

2008
Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge.
Neural Networks, 2008

Design and Analysis of the Causation and Prediction Challenge.
Proceedings of the Causation and Prediction Challenge at WCCI 2008, 2008

2007
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark.
Pattern Recognition Letters, 2007

Agnostic Learning vs. Prior Knowledge Challenge.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
PerformancePrediction Challenge.
Proceedings of the International Joint Conference on Neural Networks, 2006

2004
Result Analysis of the NIPS 2003 Feature Selection Challenge.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

The WANDAML markup language for digital document annotation.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2003
An Introduction to Variable and Feature Selection.
Journal of Machine Learning Research, 2003

WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2002
Gene Selection for Cancer Classification using Support Vector Machines.
Machine Learning, 2002

A Stability Based Method for Discovering Structure in Clustered Data.
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002

1998
What Size Test Set Gives Good Error Rate Estimates?.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Pattern classification - By J. Schürmann. Wiley-Interscience, ISBN: 0-471-13534-8.
Pattern Anal. Appl., 1998

1996
Discovering Informative Patterns and Data Cleaning.
Advances in Knowledge Discovery and Data Mining, 1996

1995
On-line cursive script recognition using time-delay neural networks and hidden Markov models.
Mach. Vis. Appl., 1995

Design of a linguistic postprocessor using variable memory length Markov models.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1994
Recognition-based segmentation of on-line run-on handprinted words: Input vs. output segmentation.
Pattern Recognition, 1994

Discovering Informative Patterns and Data Cleaning.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

On-line cursive script recognition using time delay neural networks and hidden Markov models.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Signature Verification Using A "Siamese" Time Delay Neural Network.
IJPRAI, 1993

Signature Verification Using a Siamese Time Delay Neural Network.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Writer-adaptation for on-line handwritten character recognition.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
Recognition-Based Segmentation of On-Line Hand-Printed Words.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

Automatic Capacity Tuning of Very Large VC-Dimension Classifiers.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

A Training Algorithm for Optimal Margin Classifiers.
Proceedings of the Fifth Annual ACM Conference on Computational Learning Theory, 1992

1991
Design of a neural network character recognizer for a touch terminal.
Pattern Recognition, 1991

Applications of Neural Networks to Character Recognition.
IJPRAI, 1991

Structural Risk Minimization for Character Recognition.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990
Neural Network Implementation of Admission Control.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

Hardware requirements for neural-net optical character recognition.
Proceedings of the IJCNN 1990, 1990

1988
Neural Network Recognizer for Hand-Written Zip Code Digits.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988

1987
High Order Neural Networks for Efficient Associative Memory Design.
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987


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