KW's repositories
startbootstrap-resume
A Bootstrap 4 resume/CV theme created by Start Bootstrap
EG4D
Official implementation of EG4D: Explicit Generation of 4D Object without Score Distillation
figure
picture
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
fine-grained-trust-evaluation-method
GitHub Desktop tutorial repository
Predictive-and-Adaptive-Deep-Coding-for-Wireless-Image-Transmission-in-Semantic-Communication
Pytorch code for IEEE TWC paper "Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic Communication"
Must-Reading-on-ISAC
Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)
Differential-Privacy-Based-Federated-Learning
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
PureEdgeSim
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
blog
Some notes on things I find interesting and important.
An-Overview-of-Signal-Processing-Techniques-for-RIS-IRS-aided-Wireless-Systems
An Overview of Signal Processing Techniques for RIS/IRS-aided Wireless Systems
cs4365-task-offload-framework
A framework for IoT devices to offload tasks to the cloud, resulting in efficient computation and decreased cloud costs.
RIS_Codes_Collection
A collection contains the codes for RIS(IRS) papers.
task-offloading
Simple task offloading client to offload HTTP requests to edge servers
distributed-uav-rl-protocol
An implementation of a distributed protocol for cooperative sensing and sending operations of Unmanned Aerial Vehicles (UAVs). It is built on top of TensorFlow Agents and uses reinforcement learning techniques (e.g. Deep Q-Learning, Actor-Critic) to compute ideal trajectories.
uav_data_harvesting
Python implementation of DDQN multi-UAV data harvesting
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL