XBorne tool
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Updated
May 13, 2024 - C
XBorne tool
Fast algorithms for volume-based CUR low-rank approximation and their application to nonnegative matrix approximation and matrix completion problems.
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Python code and data for "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging"
Official repository for the ICASSP 2024 paper 'Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning'.
Regularized estimation of high-dimensional FAVAR models
mfair: Matrix Factorization with Auxiliary Information in R
Hierarchical Computations on Manycore Architectures
Lowrankdensity
Sparse and Low-Rank Paradigm Free Mapping.
C++ API for the BLAS of Tile Low-rank Matrix Algebra
Implementation of the channel estimator based on Mixture of Factor Analyzers (MFA).
Demo code for CVPR2023 paper "Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers"
This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.
Nonconvex Optimization for Third Order Tensor Completion Under Wavelet Transform
Codes for the paper "Deep sparse and low-rank for HSI denoising" in Proceeding of IGARSS 2022, Kuala Lumpur.
Constrained optimization toolkit for PyTorch
Codes for "A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Learning (WWW 2021)".
Repository to track the progress in model compression and acceleration
Video Denoising using Low Rank Matrix completion
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