Trainlets: Dictionary Learning in High Dimensions

Trainlets: Dictionary Learning in High Dimensions

31 January 2016

Papers citing "Trainlets: Dictionary Learning in High Dimensions"

19 / 19 papers shown

Title
Sparse Models for Machine Learning Jia-Qi Lin 17 1 0 26 Aug 2023
Quantum Sparse Coding Yaniv Romano H. Primack Talya Vaknin Idan Meirzada Ilan Karpas Dov Furman Chene Tradonsky Ruti Ben-shlomi 6 2 0 08 Sep 2022
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning Maximilian Schambach Jiayang Shi M. Heizmann 11 1 0 18 Mar 2021
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning S. Fadnavis Joshua D. Batson Eleftherios Garyfallidis DiffM 6 100 0 02 Nov 2020
A Tree-based Dictionary Learning Framework Renato Budinich G. Plonka-Hoch 16 0 0 07 Sep 2019
$A Greedy Approach to $\ell_{0,\infty}$ Based Convolutional Sparse Coding$ A Greedy Approach to $\ell_{0,\infty}$ Based Convolutional Sparse Coding Elad Plaut Raja Giryes 21 10 0 26 Dec 2018
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 33 5 0 17 Dec 2018
A Local Block Coordinate Descent Algorithm for the Convolutional Sparse Coding Model E. Zisselman Jeremias Sulam Michael Elad 14 10 0 01 Nov 2018
MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance Dror Simon Jeremias Sulam Yaniv Romano Yue M. Lu Michael Elad 11 14 0 26 Jun 2018
On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks Jeremias Sulam Aviad Aberdam Amir Beck Michael Elad 19 92 0 02 Jun 2018
Dictionary Learning for Adaptive GPR Landmine Classification F. Giovanneschi Kumar Vijay Mishra M. González-Huici Yonina C. Eldar J. Ender 23 38 0 24 May 2018
Provably Accurate Double-Sparse Coding THANH VAN NGUYEN Raymond K. W. Wong C. Hegde 33 2 0 09 Nov 2017
Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning Jeremias Sulam V. Papyan Yaniv Romano Michael Elad 29 111 0 29 Aug 2017
Convolutional Dictionary Learning via Local Processing V. Papyan Yaniv Romano Jeremias Sulam Michael Elad 19 141 0 09 May 2017
Learning a collaborative multiscale dictionary based on robust empirical mode decomposition Rui Chen Huizhu Jia Xiaodong Xie Wen Gao 30 5 0 04 Apr 2017
Learning Fast Sparsifying Transforms Cristian Rusu J. Thompson 13 17 0 24 Nov 2016
An Efficient Method for Robust Projection Matrix Design Tao Hong Zhihui Zhu 19 23 0 27 Sep 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding V. Papyan Yaniv Romano Michael Elad 56 284 0 27 Jul 2016
Con-Patch: When a Patch Meets its Context Yaniv Romano Michael Elad 18 24 0 22 Mar 2016