Image inpainting using sparse representations (OMP and IRLS)
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Updated
Feb 25, 2018 - Python
Image inpainting using sparse representations (OMP and IRLS)
This repository contains dictionary learning algorithms
Software implementation of the algorithm and experiments in the Discrete Sparse Coding paper
Source code for Graded Weighted Bag of Word Model (Coling 2016)
Implementations from "A New Basis for Sparse PCA" paper at https://arxiv.org/abs/2007.00596
Implementation for the paper "Self-Attention Meta-Learner for Continual Learning" in PyTorch.
Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.
Examples, data, and contributed code for SPORCO
Compressed Sensing and Sparse Recovery Algorithms and more!
[ICLR 2021] Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies
Implementation of Sparse Information Filter for Fast Gaussian Process Regression Kania et al. (2021) (https://link.springer.com/chapter/10.1007/978-3-030-86523-8_32)
Implementation of Sparse CNN
TF-Tile: an efficient sparse representation for real-valued data
Sparse representation solvers for P0- and P1-problems
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
Sparse Optimisation Research Code
Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.
✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.
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