Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
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Updated
Jul 13, 2024 - Python
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
XBorne tool
Fast algorithms for volume-based CUR low-rank approximation and their application to nonnegative matrix approximation and matrix completion problems.
Python code for "Deep Unfolding Tensor Rank Minimization with Generalized Detail Injection for Pansharpening"
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'.
Python code and data for "Attention-Guided Low-Rank Tensor Completion"
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
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