momo's starred repositories
cs6290-notes
Notes for CS6290, High Performance Computer Architecture
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
awesome-reinforcement-learning
Learning Resources And Links Of Reinforcement Learning （updating）
TOG
Real-time object detection is one of the key applications of deep neural networks (DNNs) for real-world mission-critical systems. While DNN-powered object detection systems celebrate many life-enriching opportunities, they also open doors for misuse and abuse. This project presents a suite of adversarial objectness gradient attacks, coined as TOG, which can cause the state-of-the-art deep object detection networks to suffer from untargeted random attacks or even targeted attacks with three types of specificity: (1) object-vanishing, (2) object-fabrication, and (3) object-mislabeling. Apart from tailoring an adversarial perturbation for each input image, we further demonstrate TOG as a universal attack, which trains a single adversarial perturbation that can be generalized to effectively craft an unseen input with a negligible attack time cost. Also, we apply TOG as an adversarial patch attack, a form of physical attacks, showing its ability to optimize a visually confined patch filled with malicious patterns, deceiving well-trained object detectors to misbehave purposefully.
low-Illumination_Image_Enhancement
This project is the Python implementation of several conventional methods for processing single images with low illumination.
deeplearning.ai-andrewNG
deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
awesome-graph-explainability-papers
Papers about explainability of GNNs
PGExplainer
Parameterized Explainer for Graph Neural Network
MachineLearningNotes
My personal notes
Sonic-game
Sonic game using openGL(C++)
SonicGameOpenGL
Sonic Game based on OpenGL C++ library
CPP-Game-Development-By-Example
C++ Game Development By Example, published by Packt
Bilibili-plus
课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB
awesome-programming-resources
收集优秀的编程资源（Java为主），涵盖：Java面试、求职、电子书籍、计算机网络、操作系统、前端、 Redis、Mysql、Nginx、ZK、MQ、机器学习、NPL、架构、算法
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.