low-rank

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

Constrained optimization toolkit for PyTorch

[ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)

Repository to track the progress in model compression and acceleration

MUSCO: MUlti-Stage COmpression of neural networks

This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.

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

xKV: Cross-Layer SVD for KV-Cache Compression

Python code and data for "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging", IEEE TIP 2022

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

Demo code for CVPR2023 paper "Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers"

Python code and data for "Attention-Guided Low-Rank Tensor Completion", IEEE TPAMI 2024

Voice Music Separation competing for 6th Huawei Cup in ZJU

Code Repo for "Regularized estimation of high-dimensional FAVAR models", JMLR, 2020

Video Denoising using Low Rank Matrix completion

mfair: Matrix Factorization with Auxiliary Information in R

Lowrankdensity

Python code for "Deep Unfolding Tensor Rank Minimization with Generalized Detail Injection for Pansharpening", IEEE TGRS 2024