
DLMRILab
 Referenced in 20 articles
[sw16409]
 DLMRILab: Dictionary Learning MRI Software. DLMRI is a formulation and an algorithm that adaptively ... learn a dictionary from undersampled kspace measurements and simultaneously reconstruct the MR image (this ... highly undersampled kspace data by dictionary learning,” IEEE Trans. Med. Imag...

iHOG
 Referenced in 7 articles
[sw35107]
 features. It implements the Paired Dictionary Learning algorithm described in our paper ”HOGgles: Visualizing Object...

AdaFrame
 Referenced in 4 articles
[sw25550]
 framework, called AdaFrame, improves over dictionary learningbased techniques in terms of computational efficiency ... provides an attractive alternative to dictionary learningbased techniques for low level signal processing tasks...

SPORCO
 Referenced in 3 articles
[sw26283]
 provides functions for sparse coding and dictionary learning, together with miscellaneous support functions for signal...

WordSpy
 Referenced in 5 articles
[sw19955]
 factor binding motifs by building a dictionary and learning a grammar. Transcription factor (TF) binding ... problem. We propose and develop a novel dictionary based motif finding algorithm, which we call...

dle
 Referenced in 1 article
[sw32501]
 Dictionary learning tools for Matlab. Dictionary Learning is a topic in the Signal Processing area ... entries in w are zero. Dictionary Learning is the problem of finding a dictionary such ... page describes some experiments done on Dictionary Learning. The complete theory of dictionary learning...

ProSper
 Referenced in 1 article
[sw30605]
 python library containing probabilistic algorithms to learn dictionaries. Given a set of data points ... library widens the scope of dictionary learning approaches beyond implementations of standard approaches such ... hundreds of CPUs to learn hundreds of dictionary elements from data with tens of millions ... targets users of dictionary learning algorithms and Machine Learning researchers...

scalpel
 Referenced in 2 articles
[sw19378]
 calcium imaging video. We propose a dictionary learning approach for this task. First, we perform...

TensorBox
 Referenced in 2 articles
[sw35869]
 harmonic retrieval, image denoising, image completion, dictionary learning...

quanteda
 Referenced in 9 articles
[sw30853]
 distances, applying content dictionaries, applying supervised and unsupervised machine learning, visually representing text and text...

SPAMS
 Referenced in 1 article
[sw32070]
 solving various sparse estimation problems: Dictionary learning and matrix factorization (NMF, sparse PCA, ...); Solving sparse...

csg
 Referenced in 1 article
[sw36363]
 particular for computed tomography with the dictionary learning method. A comparison with other state...

LeZiupdate
 Referenced in 18 articles
[sw01541]
 mobility models. By building and maintaining a dictionary of individual user’s path updates ... proposed adaptive online algorithm can learn subscribers’ profiles. This technique evolves...

LCNN
 Referenced in 1 article
[sw39591]
 convolutional neural networks that enables efficient learning and inference. We introduce LCNN, a lookupbased ... encodes convolutions by few lookups to a dictionary that is trained to cover the space ... CNNs. Training LCNN involves jointly learning a dictionary and a small set of linear combinations ... size of the dictionary naturally traces a spectrum of tradeoffs between efficiency and accuracy...

VIDOSAT
 Referenced in 0 articles
[sw27580]
 reconstruction. Recently, we proposed methods for online learning of sparsifying transforms from streaming signals, which ... lower computational costs than online synthesis dictionary learning. In this work, we apply online transform ... denoising based on highdimensional sparsifying transform learning for spatiotemporal patches. The patches ... well as prior schemes such as dictionary learningbased schemes, and the state...

WITS
 Referenced in 0 articles
[sw24728]
 consist of a novel sharedstructure dictionary learning approach combined with rulebased reasoning...

SignSynth
 Referenced in 1 article
[sw21221]
 languages, but other applications include dictionaries and language learning. I will discuss the architecture...

Deep Speech
 Referenced in 6 articles
[sw40429]
 reverberation, or speaker variation, but instead directly learns a function that is robust to such ... effects. We do not need a phoneme dictionary, nor even the concept of a ”phoneme...

AdaRaker
 Referenced in 1 article
[sw28403]
 latter is not available, multikernel learning has gained popularity thanks to its flexibility ... choosing kernels from a prescribed kernel dictionary. Leveraging the random feature approximation and its recent ... present contribution develops a scalable multikernel learning scheme (termed Raker) to obtain the sought...

CRF
 Referenced in 1 article
[sw27166]
 dictionary of words in the training data. The best way to learn...