This repository collects all relevant resources about interpretability in LLMs

Real-time GCC-NMF Blind Speech Separation and Enhancement

Sparse Optimisation Research Code

Convolution dictionary learning for time-series

Fundamental Haskell book, to the point terse statements on Haskell, Category theory, and related fields. Encyclopedic pocketbook of meaning. Zen kōan-like meditations of understanding. For quick or memory curve spaced repetition learning.

A MATLAB library for sparse representation problems

:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

A MATLAB toolbox for classifier: Version 1.0.7

L1-regularized least squares with PyTorch

geometry processing and shape analysis framework

《牛津英汉词典》 单词翻译，英译汉、词典; 借用文本词典实现查词翻译功能,学习练手的好项目. Dictionary Translation

Image inpainting via dictionary learning and sparse representation.

Single-cell multi-omics integration using Optimal Transport

This repository has been moved to https://codeberg.org/pirofti/ksvd_reg. Please visit the new location for the latest updates.

[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network

[ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang

Dictionary Learning for image processing

Compressed sensing and denoising of images using sparse representations

multi-focus image fusion using dictionary learning and low-rank representation(ICIG 2017, Shanghai)

A Low-rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising.

Multivariate Dictionary Learning Algorithm

Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)

Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning." SIAM Journal on Imaging Sciences, 2018

This repository contains dictionary learning algorithms

We introduce a way to extend sparse dictionary learning to deep architectures.

Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)

work in Advanced Topics in Multimedia Analysis and Indexing

FreeTalk — An Open Source English Dictionary dataset with over 197,000 words defined.

Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images

This repository contains code for morphology-free analysis of functional fluorescence microscopy. The focal algorithm, Graph-Filtered Time-trace (GraFT) Dictionary Learning, is published in Charles et al. 2022 in the IEEE Transactions of Image Processing.