Thomas Serre

According to our database1, Thomas Serre authored at least 36 papers between 2001 and 2019.

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

Timeline

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On csauthors.net:

Bibliography

2019
Learning what and where to attend.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Learning long-range spatial dependencies with horizontal gated recurrent units.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Same-different problems strain convolutional neural networks.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Learning to predict action potentials end-to-end from calcium imaging data.
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

2017
What are the Visual Features Underlying Human Versus Machine Vision?
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Computer vision cracks the leaf code.
Proc. Natl. Acad. Sci. U.S.A., 2016

Fast ventral stream neural activity enables rapid visual categorization.
NeuroImage, 2016

An end-to-end generative framework for video segmentation and recognition.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

How Deep is the Feature Analysis underlying Rapid Visual Categorization?
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Explaining the Timing of Natural Scene Understanding with a Computational Model of Perceptual Categorization.
PLoS Computational Biology, 2015

Unsupervised invariance learning of transformation sequences in a model of object recognition yields selectivity for non-accidental properties.
Front. Comput. Neurosci., 2015

2014
Hierarchical Models of the Visual System.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Neuronal Synchrony in Complex-Valued Deep Networks.
Proceedings of the 2nd International Conference on Learning Representations, 2014

Learning Sparse Prototypes for Crowd Perception via Ensemble Coding Mechanisms.
Proceedings of the Human Behavior Understanding - 5th International Workshop, 2014

The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Models of visual cortex.
Scholarpedia, 2013

Neural representation of action sequences: how far can a simple snippet-matching model take us?
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012
A New Biologically Inspired Color Image Descriptor.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
The Neural Dynamics of Visual Processing in Monkey Extrastriate Cortex: A Comparison between Univariate and Multivariate Techniques.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

HMDB: A large video database for human motion recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Attention as a Bayesian inference process.
Proceedings of the Human Vision and Electronic Imaging XVI, 2011

2010
Reading the mind's eye: Decoding category information during mental imagery.
NeuroImage, 2010

A neuromorphic approach to computer vision.
Commun. ACM, 2010

Trainable, vision-based automated home cage behavioral phenotyping.
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

The story of a single cell: Peeking into the semantics of spikes.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2007
Robust Object Recognition with Cortex-Like Mechanisms.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

A Component-based Framework for Face Detection and Identification.
International Journal of Computer Vision, 2007

A Biologically Inspired System for Action Recognition.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2005
Learning Features of Intermediate Complexity for the Recognition of Biological Motion.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Object Recognition with Features Inspired by Visual Cortex.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Using Component Features for Face Recognition.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

2003
Hierarchical classification and feature reduction for fast face detection with support vector machines.
Pattern Recognition, 2003

2002
On the Role of Object-Specific Features for Real World Object Recognition in Biological Vision.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002

2001
Categorization by Learning and Combining Object Parts.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Component-based Face Detection.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001


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