low-rank

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Constrained optimization toolkit for PyTorch

Repository to track the progress in model compression and acceleration

Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)

MUSCO: MUlti-Stage COmpression of neural networks

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

Voice Music Separation competing for 6th Huawei Cup in ZJU

Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access

Regularized estimation of high-dimensional FAVAR models

Video Denoising using Low Rank Matrix completion

Codes for the paper "Deep sparse and low-rank for HSI denoising" in Proceeding of IGARSS 2022, Kuala Lumpur.

Sparse and Low-Rank Paradigm Free Mapping.

Codes for "A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Learning (WWW 2021)".

Nonconvex Optimization for Third Order Tensor Completion Under Wavelet Transform

C++ API for the BLAS of Tile Low-rank Matrix Algebra

Hierarchical Computations on Manycore Architectures

Fast algorithms for volume-based CUR low-rank approximation and their application to nonnegative matrix approximation and matrix completion problems.