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6
papertalks found
03/05/2021
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation
Alexandre Rame
,
MATTHIEU CORD
Keywords
Abstract
Paper
Adversarial Learning
,
Deep Learning
,
Information Bottleneck
,
Information Theory
,
Deep Ensembles
5:11
22/11/2021
MAGECally invert images for realistic editing
Asya Grechka
,
jean Francois Goudou
,
Matthieu Cord
Keywords
Abstract
Paper
gan inversion
,
gan
,
stylegan2
,
gan editing
,
image editing
,
gan projection
,
stylegan
,
semantic editing
,
latent space manipulation
,
latent editing
3:01
06/12/2021
RED : Looking for Redundancies for Data-FreeStructured Compression of Deep Neural Networks
Edouard YVINEC
,
Arnaud Dapogny
,
Matthieu Cord
,
Kevin Bailly
Keywords
Abstract
Paper
deep learning
,
vision
14:59
14/06/2020
Learning Representations by Predicting Bags of Visual Words
Spyros Gidaris
,
Andrei Bursuc
,
Nikos Komodakis
and
Patrick Pérez
,
Matthieu Cord
Keywords
Abstract
Paper
representation learning
,
self-supervised learning
,
unsupervised learning
,
discrete representations
,
bag of visual words
,
image understanding
,
deep learning
,
convolutional neural networks
1:01
06/12/2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis
Thomas FEL
,
Remi Cadene
,
Mathieu Chalvidal
and
Matthieu Cord
,
David Vigouroux
,
Thomas Serre
Keywords
Abstract
Paper
deep learning
,
machine learning
,
vision
,
interpretability
14:17
18/07/2021
Training data-efficient image transformers & distillation through attention
Hugo Touvron
,
Matthieu Cord
,
Douze Matthijs
and
Francisco Massa
,
Alexandre Sablayrolles
,
Herve Jegou
Keywords
Abstract
Paper
Deep Learning
,
Embedding and Representation learning
4:31