Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering

Last update: Jul 18, 2022

Related tags

Overview

GR-RSCNet

Y. Cai, M. Zeng, Z. Cai, X. Liu, and Z. Zhang, "Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering," Information Sciences, vol. 578, pp. 85-101, 2021.

Citing

@article{CAI202185,
title = {Graph Regularized Residual Subspace Clustering Network for hyperspectral image clustering},
author = {Yaoming Cai and Meng Zeng and Zhihua Cai and Xiaobo Liu and Zijia Zhang},
journal = {Information Sciences},
volume = {578},
pages = {85-101},
year = {2021},
doi = {https://doi.org/10.1016/j.ins.2021.07.003}
}

Requirements

Python 3.7
TensorFlow >= 1.13.1
Scikit-learn

Owner

Yaoming Cai

Machine Learner CUG

GitHub Repository

Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning

Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning This is the official repository for Conservative and Adaptive Penalty fo

7 Nov 22, 2022

A Python library that provides a simplified alternative to DBAPI 2

A Python library that provides a simplified alternative to DBAPI 2. It provides a facade in front of DBAPI 2 drivers.

44 Nov 17, 2021

Code for visualizing the loss landscape of neural nets

Visualizing the Loss Landscape of Neural Nets This repository contains the PyTorch code for the paper Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer

2.2k Jan 09, 2023

Official release of MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer axriv: http://arxiv.org/abs/2112.13513

MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis This is the official page of the MSHT with its experimental script and records. We de

53 Dec 27, 2022

fcn by tensorflow

Update An example on how to integrate this code into your own semantic segmentation pipeline can be found in my KittiSeg project repository. tensorflo

9 May 22, 2022

This repo implements several applications of the proposed generalized Bures-Wasserstein (GBW) geometry on symmetric positive definite matrices.

GBW This repo implements several applications of the proposed generalized Bures-Wasserstein (GBW) geometry on symmetric positive definite matrices. Ap

0 Oct 22, 2021

Fashion Recommender System With Python

Fashion-Recommender-System Thr growing e-commerce industry presents us with a la

2 Feb 02, 2022

This tutorial aims to learn the basics of deep learning by hands, and master the basics through combination of lectures and exercises

2021-Deep-learning This tutorial aims to learn the basics of deep learning by hands, and master the basics through combination of paper and exercises.

108 Feb 24, 2022

Python3 / PyTorch implementation of the following paper: Fine-grained Semantics-aware Representation Enhancement for Self-supervisedMonocular Depth Estimation. ICCV 2021 (oral)

FSRE-Depth This is a Python3 / PyTorch implementation of FSRE-Depth, as described in the following paper: Fine-grained Semantics-aware Representation

77 Dec 28, 2022

Keras-retinanet - Keras implementation of RetinaNet object detection.

Keras RetinaNet Keras implementation of RetinaNet object detection as described in Focal Loss for Dense Object Detection by Tsung-Yi Lin, Priya Goyal,

4.3k Jan 01, 2023

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

Knodle (Knowledge-supervised Deep Learning Framework) - a new framework for weak supervision with neural networks. It provides a modularization for se

93 Nov 06, 2022

Calculates carbon footprint based on fuel mix and discharge profile at the utility selected. Can create graphs and tabular output for fuel mix based on input file of series of power drawn over a period of time.

carbon-footprint-calculator Conda distribution ~/anaconda3/bin/conda install anaconda-client conda-build ~/anaconda3/bin/conda config --set anaconda_u

7 Sep 26, 2022