Pinned Repositories
A3CSuperMario_Windows
SuperMario A3C Trainer for windows
Adaptive-tourism-forecasting-using-hybrid-artificial-intelligence-model
Adaptive tourism forecasting using hybrid artificial intelligence model: a case study of Xi’an international tourist arrivals
Ai-Learn
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
code-of-learn-deep-learning-with-pytorch
This is code of book "Learn Deep Learning with PyTorch"
home
司宇的个人主页
interpretableCNN
Lexianggou
LowCode-
LowCode低代码平台
VUE-CMS
siyukenny's Repositories
siyukenny/Adaptive-tourism-forecasting-using-hybrid-artificial-intelligence-model
Adaptive tourism forecasting using hybrid artificial intelligence model: a case study of Xi’an international tourist arrivals
siyukenny/home
司宇的个人主页
siyukenny/interpretableCNN
siyukenny/Lexianggou
siyukenny/LowCode-
LowCode低代码平台
siyukenny/VUE-CMS
siyukenny/auto_LiRPA
[NeurIPS 2020]auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks
siyukenny/CVPR2022-Paper-Code-Interpretation
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理
siyukenny/deal-with-imagenet
siyukenny/google-research
Google Research
siyukenny/ib_cnn
Evaluating Capability of Deep Neural Networks for Image Classification via Information Plane (ECCV2018)
siyukenny/install-latex-guide-zh-cn
一份简短的关于 LaTeX 安装的介绍
siyukenny/interpret
Fit interpretable models. Explain blackbox machine learning.
siyukenny/InterpretDL
InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。https://interpretdl.readthedocs.io/en/latest/index.html
siyukenny/JavaGuide
「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试,首选 JavaGuide!
siyukenny/LeetCode021
LeetCode From Zero To One
siyukenny/Lifespan_Age_Transformation_Synthesis
Lifespan Age Transformation Synthesis code
siyukenny/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
siyukenny/nam
Neural Additive Models (Google Research)
siyukenny/NVIV
Although deep neural networks have demonstrated greater performance in a variety of tasks, their unexplainability and untrustworthiness exist concurrently, which seriously hinders the further development of decision-making, particularly in high-risk areas. This work presents Node Visualization and Interpretability Verification (NVIV), a technique of DNN interpretability verification, to solve these difficulties. This method offers two unique benefits: 1) This technique replicates the DNN decision-making process using a decision tree and visualizes node output to give a basis for decision-making; 2) An interpretability verification method based on the correlation degree of convolution kernel units is presented to assess the model's confidence. Our method not only achieves intuitive and easily understandable interpretability, but also achieves high accuracy. In the experiment, we observed that the effect is better than other similar methods by attention force ratio under the positioning evaluation. Furthermore, rather than being limited to the visual visualization zone, the experiments show that the method provided in this study correctly locates the most responsive region in the target item and explains the model's internal decision-making basis. In compared to other similar techniques, the proposed model more accurately describes the decision-making base of DNNs.
siyukenny/ocbnn-public
General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.
siyukenny/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
siyukenny/pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
siyukenny/Score-CAM
[CVPRW 2020] Official implementation of Score-CAM in Pytorch
siyukenny/SIYU-Home
siyukenny/SIYU-Vuepress-Homepage
siyukenny/TeachYourselfCS-CN
TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS
siyukenny/test
项目描述
siyukenny/torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
siyukenny/xai-aaai2022