1. ANTIPOV Grigory
  2. ANTIPOV Grigory
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ANTIPOV Grigory

Thesis

Antipov, Grigory

Deep learning for semantic description of visual human traits

Thesis
1er prix du Prix de Thèse TELECOM ParisTech 2018
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Conference

Antipov, Grigory; Baccouche, Moez; Dugelay, Jean-Luc

Boosting cross-age face verification via generative age normalization

IJCB 2017, International Joint Conference on Biometrics, October 1-4, 2017, Denver, Colorado, USA
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Antipov, Grigory; Baccouche, Moez; Dugelay, Jean-Luc

Face aging with conditional generative adversarial networks

ICIP 2017, IEEE International Conference on Image Processing, 17-20 September 2017, Beijing, China / Also on ArXiv
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Journal

Antipov, Grigory; Baccouche, Moez; Berrania, Sid-Ahmed; Dugelay, Jean-Luc

Effective training of convolutional neural networks for face-based gender and age prediction

Pattern Recognition, Volume 72, December 2017
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Poster / Demo

Antipov, Grigory

Deep learning for estimation of human semantic traits

Journée des doctorants Orange 2016
Best Poster Award (for Orange)
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Conference

Antipov, Grigory; Baccouche, Moez; Berrani, Sid-Ahmed; Dugelay, Jean-Luc

Apparent age estimation from face images combining general and children-specialized deep learning models

CVPRW 2016, 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, June 26th-July 1st, 2016, Las Vegas, USA
Best Paper Award and 1st Place Award
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Journal

Antipov, Grigory; Berrani, Sid-Ahmed; Dugelay, Jean-Luc

Minimalistic CNN-based ensemble model for gender prediction from face images

Pattern Recognition Letters, 15 January 2016, Vol.70

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Conference

Antipov, Grigory; Berrani, Sid-Ahmed; Ruchaud, Natacha; Dugelay, Jean-Luc

Learned vs. hand-crafted features for pedestrian gender recognition

MM 2015, 23rd ACM Multimedia Conference, 26-30 October 2015, Brisbane, Australia
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Conference

Ruchaud, Natacha; Antipov, Grigory; Korshunov, Pavel; Dugelay, Jean-Luc; Ebrahimi, Touradj; Berrani, Sid-Ahmed

The impact of privacy protection filters on gender recognition

OPTICS+PHOTONICS 2015, SPIE Optical Engineering + Applications, Applications of Digital Image Processing XXXVIII, August 10-13, 2015, San Diego, CA, USA
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Report

Antipov, Grigory; Berrani, Sid-Ahmed; Ruchaud, Natacha; Dugelay, Jean-Luc

Learned vs. hand-crafted features for pedestrian gender recognition

Research Report RR-15-302
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