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
GMM-Based Generative Adversarial Encoder Learning

Dec 08, 2020
Yuri Feigin, Hedva Spitzer, Raja Giryes


  Access Paper or Ask Questions

Fine-grained Angular Contrastive Learning with Coarse Labels

Dec 07, 2020
Guy Bukchin, Eli Schwartz, Kate Saenko, Ori Shahar, Rogerio Feris, Raja Giryes, Leonid Karlinsky


  Access Paper or Ask Questions

Best Buddies Registration for Point Clouds

Oct 05, 2020
Amnon Drory, Tal Shomer, Shai Avidan, Raja Giryes

* Accepted to ACCV 2020 

  Access Paper or Ask Questions

Kernel-Based Smoothness Analysis of Residual Networks

Sep 21, 2020
Tom Tirer, Joan Bruna, Raja Giryes


  Access Paper or Ask Questions

Deep Sparse Light Field Refocusing

Sep 05, 2020
Shachar Ben Dayan, David Mendlovic, Raja Giryes

* Published at BMVC 2020 

  Access Paper or Ask Questions

Self-Sampling for Neural Point Cloud Consolidation

Aug 14, 2020
Gal Metzer, Rana Hanocka, Raja Giryes, Daniel Cohen-Or


  Access Paper or Ask Questions

Self-supervised Neural Architecture Search

Jul 03, 2020
Sapir Kaplan, Raja Giryes


  Access Paper or Ask Questions

Deep Geometric Texture Synthesis

Jun 30, 2020
Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or

* SIGGRAPH 2020 

  Access Paper or Ask Questions

Face Authentication from Grayscale Coded Light Field

May 31, 2020
Dana Weitzner, David Mendlovic, Raja Giryes

* To be published at ICIP 2020 

  Access Paper or Ask Questions

Point2Mesh: A Self-Prior for Deformable Meshes

May 22, 2020
Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or

* SIGGRAPH 2020; Project page: https://ranahanocka.github.io/point2mesh/ 

  Access Paper or Ask Questions

On the Convergence Rate of Projected Gradient Descent for a Back-Projection based Objective

May 03, 2020
Tom Tirer, Raja Giryes


  Access Paper or Ask Questions

A function space analysis of finite neural networks with insights from sampling theory

Apr 15, 2020
Raja Giryes

* 8 pages, 3 figures 

  Access Paper or Ask Questions

PointGMM: a Neural GMM Network for Point Clouds

Mar 30, 2020
Amir Hertz, Rana Hanocka, Raja Giryes, Daniel Cohen-Or

* CVPR 2020 -- final version 

  Access Paper or Ask Questions

StarNet: towards weakly supervised few-shot detection and explainable few-shot classification

Mar 15, 2020
Leonid Karlinsky, Joseph Shtok, Amit Alfassy, Moshe Lichtenstein, Sivan Harary, Eli Schwartz, Sivan Doveh, Prasanna Sattigeri, Rogerio Feris, Alexander Bronstein, Raja Giryes


  Access Paper or Ask Questions

TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification

Mar 14, 2020
Moshe Lichtenstein, Prasanna Sattigeri, Rogerio Feris, Raja Giryes, Leonid Karlinsky


  Access Paper or Ask Questions

Autoencoders

Mar 12, 2020
Dor Bank, Noam Koenigstein, Raja Giryes

* Book chapter 

  Access Paper or Ask Questions

BP-DIP: A Backprojection based Deep Image Prior

Mar 11, 2020
Jenny Zukerman, Tom Tirer, Raja Giryes

* 5 pages, 5 figures, submitted to EUSIPCO 2020 

  Access Paper or Ask Questions

Introduction to deep learning

Feb 29, 2020
Lihi Shiloh-Perl, Raja Giryes


  Access Paper or Ask Questions

Motion Deblurring using Spatiotemporal Phase Aperture Coding

Feb 18, 2020
Shay Elmalem, Raja Giryes, Emanuel Marom

* 10 pages, 23 figures 

  Access Paper or Ask Questions

Supervised and Unsupervised Learning of Parameterized Color Enhancement

Dec 30, 2019
Yoav Chai, Raja Giryes, Lior Wolf


  Access Paper or Ask Questions

DEGAS: Differentiable Efficient Generator Search

Dec 18, 2019
Sivan Doveh, Raja Giryes


  Access Paper or Ask Questions

MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification

Dec 03, 2019
Sivan Doveh, Eli Schwartz, Chao Xue, Rogerio Feris, Alex Bronstein, Raja Giryes, Leonid Karlinsky


  Access Paper or Ask Questions

Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers

Nov 30, 2019
Shady Abu Hussein, Tom Tirer, Raja Giryes


  Access Paper or Ask Questions

MonSter: Awakening the Mono in Stereo

Oct 30, 2019
Yotam Gil, Shay Elmalem, Harel Haim, Emanuel Marom, Raja Giryes


  Access Paper or Ask Questions

Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors

Sep 15, 2019
Gilad Cohen, Guillermo Sapiro, Raja Giryes

* Under review for AAAI 20 conference 

  Access Paper or Ask Questions

Deep Radar Detector

Jun 26, 2019
Daniel Brodeski, Igal Bilik, Raja Giryes

* Accepted to RadarConf 2019 

  Access Paper or Ask Questions

Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems

Jun 16, 2019
Tom Tirer, Raja Giryes


  Access Paper or Ask Questions

Image-Adaptive GAN based Reconstruction

Jun 12, 2019
Shady Abu Hussein, Tom Tirer, Raja Giryes


  Access Paper or Ask Questions

Baby steps towards few-shot learning with multiple semantics

Jun 05, 2019
Eli Schwartz, Leonid Karlinsky, Rogerio Feris, Raja Giryes, Alex M. Bronstein


  Access Paper or Ask Questions