low-rank-approximation topic

List low-rank-approximation repositories

caffe

374
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134
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Caffe for Sparse and Low-rank Deep Neural Networks

psgd_torch

98
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7
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Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

VIP

68
Stars
56
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VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.

MCWNNM-ICCV2017

106
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37
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Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising, ICCV 2017.

machine-learning

208
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49
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Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...

learning_filter_basis

16
Stars
3
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Pytorch implemenation of "Learning Filter Basis for Convolutional Neural Network Compression" ICCV2019

Xcompression

18
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0
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[ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)

lora-inspector

74
Stars
4
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LoRA (Low-Rank Adaptation) inspector for Stable Diffusion

hicma

26
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11
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HiCMA: Hierarchical Computations on Manycore Architectures