Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Eugene Belilovsky

DIRO, MILA

Generative Graph Perturbations for Scene Graph Prediction

Jul 11, 2020
Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky

* https://oolworkshop.github.io/program/ool_21.html, ICML Workshop 2020 on "Object-Oriented Learning (OOL): Perception, Representation, and Reasoning" 

  Access Paper or Ask Questions

Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation

May 17, 2020
Boris Knyazev, Harm de Vries, Cătălina Cangea, Graham W. Taylor, Aaron Courville, Eugene Belilovsky

* 17 pages, the code is available at https://github.com/bknyaz/sgg 

  Access Paper or Ask Questions

A Simple and Scalable Shape Representation for 3D Reconstruction

May 10, 2020
Mateusz Michalkiewicz, Eugene Belilovsky, Mahsa Baktashmotlagh, Anders Eriksson

* 9 pages plus 3 pages of references. 4 figures 

  Access Paper or Ask Questions

Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors

May 03, 2020
Mateusz Michalkiewicz, Sarah Parisot, Stavros Tsogkas, Mahsa Baktashmotlagh, Anders Eriksson, Eugene Belilovsky


  Access Paper or Ask Questions

Online Learned Continual Compression with Stacked Quantization Module

Nov 19, 2019
Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Joelle Pineau


  Access Paper or Ask Questions

Online Continual Learning with Maximally Interfered Retrieval

Aug 23, 2019
Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars


  Access Paper or Ask Questions

VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering

Aug 14, 2019
Cătălina Cangea, Eugene Belilovsky, Pietro Liò, Aaron Courville

* To appear at BMVC 2019. 15 pages, 5 figures 

  Access Paper or Ask Questions

Decoupled Greedy Learning of CNNs

Jan 23, 2019
Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon

* 14 pages 

  Access Paper or Ask Questions

Greedy Layerwise Learning Can Scale to ImageNet

Dec 29, 2018
Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon


  Access Paper or Ask Questions

Kymatio: Scattering Transforms in Python

Dec 28, 2018
Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Matthew J. Hirn, Edouard Oyallon, Sixhin Zhang, Carmine Cella, Michael Eickenberg


  Access Paper or Ask Questions

Blindfold Baselines for Embodied QA

Nov 12, 2018
Ankesh Anand, Eugene Belilovsky, Kyle Kastner, Hugo Larochelle, Aaron Courville

* NIPS 2018 Visually-Grounded Interaction and Language (ViGilL) Workshop 

  Access Paper or Ask Questions

Compressing the Input for CNNs with the First-Order Scattering Transform

Sep 27, 2018
Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko, Michal Valko

* ECCV 2018 

  Access Paper or Ask Questions

Scattering Networks for Hybrid Representation Learning

Sep 17, 2018
Edouard Oyallon, Sergey Zagoruyko, Gabriel Huang, Nikos Komodakis, Simon Lacoste-Julien, Matthew Blaschko, Eugene Belilovsky

* IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2018, pp.11 
* arXiv admin note: substantial text overlap with arXiv:1703.08961 

  Access Paper or Ask Questions

Learning to Discover Sparse Graphical Models

Aug 03, 2017
Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux, Matthew Blaschko


  Access Paper or Ask Questions

Scaling the Scattering Transform: Deep Hybrid Networks

Apr 04, 2017
Edouard Oyallon, Eugene Belilovsky, Sergey Zagoruyko


  Access Paper or Ask Questions

Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity

Nov 18, 2016
Eugene Belilovsky, Gaël Varoquaux, Matthew B. Blaschko

* Neural Information Processing Systems (NIPS) 2016, Dec 2016, Barcelona, Spain 

  Access Paper or Ask Questions

Fast Non-Parametric Tests of Relative Dependency and Similarity

Nov 17, 2016
Wacha Bounliphone, Eugene Belilovsky, Arthur Tenenhaus, Ioannis Antonoglou, Arthur Gretton, Matthew B. Blashcko


  Access Paper or Ask Questions

A Test of Relative Similarity For Model Selection in Generative Models

Feb 15, 2016
Wacha Bounliphone, Eugene Belilovsky, Matthew B. Blaschko, Ioannis Antonoglou, Arthur Gretton

* International Conference on Learning Representations 2016 

  Access Paper or Ask Questions