Alert button
Picture for Armand Joulin

Armand Joulin

Alert button

XCiT: Cross-Covariance Image Transformers

Jun 18, 2021
Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou

Figure 1 for XCiT: Cross-Covariance Image Transformers
Figure 2 for XCiT: Cross-Covariance Image Transformers
Figure 3 for XCiT: Cross-Covariance Image Transformers
Figure 4 for XCiT: Cross-Covariance Image Transformers
Viaarxiv icon

Emerging Properties in Self-Supervised Vision Transformers

May 24, 2021
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

Figure 1 for Emerging Properties in Self-Supervised Vision Transformers
Figure 2 for Emerging Properties in Self-Supervised Vision Transformers
Figure 3 for Emerging Properties in Self-Supervised Vision Transformers
Figure 4 for Emerging Properties in Self-Supervised Vision Transformers
Viaarxiv icon

ResMLP: Feedforward networks for image classification with data-efficient training

May 07, 2021
Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou

Figure 1 for ResMLP: Feedforward networks for image classification with data-efficient training
Figure 2 for ResMLP: Feedforward networks for image classification with data-efficient training
Figure 3 for ResMLP: Feedforward networks for image classification with data-efficient training
Figure 4 for ResMLP: Feedforward networks for image classification with data-efficient training
Viaarxiv icon

Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples

Apr 28, 2021
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat

Figure 1 for Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
Figure 2 for Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
Figure 3 for Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
Figure 4 for Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
Viaarxiv icon

LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference

Apr 02, 2021
Ben Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze

Figure 1 for LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
Figure 2 for LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
Figure 3 for LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
Figure 4 for LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
Viaarxiv icon

Self-supervised Pretraining of Visual Features in the Wild

Mar 05, 2021
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski

Figure 1 for Self-supervised Pretraining of Visual Features in the Wild
Figure 2 for Self-supervised Pretraining of Visual Features in the Wild
Figure 3 for Self-supervised Pretraining of Visual Features in the Wild
Figure 4 for Self-supervised Pretraining of Visual Features in the Wild
Viaarxiv icon

Self-Supervised Pretraining of 3D Features on any Point-Cloud

Jan 07, 2021
Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra

Figure 1 for Self-Supervised Pretraining of 3D Features on any Point-Cloud
Figure 2 for Self-Supervised Pretraining of 3D Features on any Point-Cloud
Figure 3 for Self-Supervised Pretraining of 3D Features on any Point-Cloud
Figure 4 for Self-Supervised Pretraining of 3D Features on any Point-Cloud
Viaarxiv icon

Beyond English-Centric Multilingual Machine Translation

Oct 21, 2020
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin

Figure 1 for Beyond English-Centric Multilingual Machine Translation
Figure 2 for Beyond English-Centric Multilingual Machine Translation
Figure 3 for Beyond English-Centric Multilingual Machine Translation
Figure 4 for Beyond English-Centric Multilingual Machine Translation
Viaarxiv icon