Patrice Y. Simard - researchr alias

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Viewing Publication 1 - 26 from 26

2020

Interactive machine teaching: a human-centered approach to building machine-learned modelsGonzalo A. Ramos, Christopher Meek, Patrice Y. Simard, Jina Suh, Soroush Ghorashi. hhci, 35(5-6):413-451, 2020. [doi]

AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine LearningJina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Mark Drucker, Johan Verwey, Patrice Y. Simard. tiis, 10(1), 2020. [doi]

2018

AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data ExplorationNan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven M. Drucker, Patrice Y. Simard. IUI 2018: 269-280 [doi]

2015

ModelTracker: Redesigning Performance Analysis Tools for Machine LearningSaleema Amershi, Max Chickering, Steven M. Drucker, Bongshin Lee, Patrice Y. Simard, Jina Suh. CHI 2015: 337-346 [doi]

FeatureInsight: Visual support for error-driven feature ideation in text classificationMichael Brooks, Saleema Amershi, Bongshin Lee, Steven M. Drucker, Ashish Kapoor, Patrice Y. Simard. ieeevast 2015: 105-112 [doi]

2012

Transformation Invariance in Pattern Recognition - Tangent Distance and Tangent PropagationPatrice Y. Simard, Yann LeCun, John S. Denker, Bernard Victorri. In Grégoire Montavon, Genevieve B. Orr, Klaus-Robert Müller, editors, Neural Networks: Tricks of the Trade - Second Edition. Volume 7700 of Lecture Notes in Computer Science, pages 235-269, Springer, 2012. [doi]

2006

Optimally combining a cascade of classifiersKumar Chellapilla, Michael Shilman, Patrice Y. Simard. drr 2006: [doi]

2005

Building Segmentation Based Human-Friendly Human Interaction Proofs (HIPs)Kumar Chellapilla, Kevin Larson, Patrice Y. Simard, Mary Czerwinski. ifip3-5 2005: 1-26 [doi]

Designing human friendly human interaction proofs (HIPs)Kumar Chellapilla, Kevin Larson, Patrice Y. Simard, Mary Czerwinski. CHI 2005: 711-720 [doi]

Computers beat Humans at Single Character Recognition in Reading based Human Interaction Proofs (HIPs)Kumar Chellapilla, Kevin Larson, Patrice Y. Simard, Mary Czerwinski. ceas 2005: [doi]

Text Recognition of Low-resolution Document ImagesCharles E. Jacobs, Patrice Y. Simard, Paul A. Viola, James Rinker. icdar 2005: 695-699 [doi]

Ink Normalization and BeautificationPatrice Y. Simard, David Steinkraus, Maneesh Agrawala. icdar 2005: 1182-1187 [doi]

Using GPUs for Machine Learning AlgorithmsDave Steinkrau, Patrice Y. Simard, Ian Buck. icdar 2005: 1115-1119 [doi]

2004

Using Machine Learning to Break Visual Human Interaction Proofs (HIPs)Kumar Chellapilla, Patrice Y. Simard. nips 2004: 265-272 [doi]

A Foreground/Background Separation Algorithm for Image CompressionPatrice Y. Simard, Henrique S. Malvar, James Rinker, Erin Renshaw. dcc 2004: 498-507 [doi]

An efficient binary image activity detector based on connected componentsPatrice Y. Simard, Henrique S. Malvar. icassp 2004: 229-232 [doi]

2003

Image compression with on-line and off-line learningPatrice Y. Simard, Christopher J. C. Burges, David Steinkraus, Henrique S. Malvar. icip 2003: 259-262

Using Character Recognition and Segmentation to Tell Computer from HumansPatrice Y. Simard, Richard Szeliski, Josh Benaloh, Julien Couvreur, Iulian Calinov. icdar 2003: 418-423 [doi]

2001

Learning mixtures of smooth, nonuniform deformation models for probabilistic image matchingNebojsa Jojic, Patrice Y. Simard, Brendan J. Frey, David Heckerman. aistats 2001: [doi]

2000

Transformation invariance in pattern recognition: Tangent distance and propagationPatrice Y. Simard, Yann LeCun, John S. Denker, Bernard Victorri. imst, 11(3):181-197, 2000. [doi]

1994

1993

The problem of learning long-term dependencies in recurrent networksYoshua Bengio, Paolo Frasconi, Patrice Y. Simard. icnn 1993: 1183-1188 [doi]

1992

An efficient algorithm for learning invariance in adaptive classifiersPatrice Y. Simard, Y. Le Cun, John S. Denker, Bernard Victorri. icpr 1992: 651-655 [doi]

1990

Vector field restoration by the method of convex projectionsPatrice Y. Simard, Guy E. Mailloux. cvgip, 52(3):360-385, 1990. [doi]

1988

A Projection Operator for the Restoration of Divergence-Free Vector FieldsPatrice Y. Simard, Guy E. Mailloux. pami, 10(2):248-256, 1988. [doi]

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