Lecture notes from the Computational Intelligence Lab (CIL) at ETH Zurich
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Updated
Aug 3, 2014
Lecture notes from the Computational Intelligence Lab (CIL) at ETH Zurich
Face Recognition in real-world images [ICASSP 2017]
Regularized K-SVD Algorithm
Sparse approximation library
Hierarchical sparse coding using greedy matching pursuit.
SPARSE + CELP lossy signal compression codecs
a light-weight implementation of LARS (least angle regression)
Python Implementation of Proximal Methods for Hierarchical Sparse Coding
A scikit-learn based implementation of Sparse-Net.
TSMC course materials for unsupervised learning
The project is an OpenCV based C++ implementation of the paper 'Abnormal Event Detection at 150FPS in Matlab'
OCTOBOS, overcomplete transform, learning and application codes, Matlab implementation, IJCV2015 paper
Supervised and Unsupervised latent space models
Gamma Lasso Sparse Normal and Logistic Factor Analysis
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".
Texture synthesis based on sparse representation.
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