Dror Simon

According to our database, Dror Simon authored at least 8 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Generative Models: Affecting Current Practice with Traditional Methods.

Dror Simon

PhD thesis, 2021

Learned Greedy Method (LGM): A novel neural architecture for sparse coding and beyond.

Rajaei Khatib, Dror Simon, Michael Elad

J. Vis. Commun. Image Represent., 2021

2020

When and How Can Deep Generative Models be Inverted?

Aviad Aberdam, Dror Simon, Michael Elad

CoRR, 2020

Auto-Annotation Quality Prediction for Semi-Supervised Learning with Ensembles.

Dror Simon, Miriam Farber, Roman Goldenberg

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Barycenters of Natural Images - Constrained Wasserstein Barycenters for Image Morphing.

Dror Simon, Aviad Aberdam

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance.

Dror Simon, Jeremias Sulam, Yaniv Romano, Yue M. Lu, Michael Elad

IEEE Trans. Signal Process., 2019

Rethinking the CSC Model for Natural Images.

Dror Simon, Michael Elad

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Improving Pursuit Algorithms Using Stochastic Resonance.

Dror Simon, Jeremias Sulam, Yaniv Romano, Yue M. Lu, Michael Elad

CoRR, 2018