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Simplified network and services for edge applications
This is a list of awesome edgeAI inference related papers.
A simple reinforcement learning algorithm(not deep) from scratch to solve the cliff walking problem.
Minimal PyTorch implementation of YOLOv3
The project for course Network Security (CS7350 in SJTU)
A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.
Self-study on Larry Wasserman's "All of Statistics"
Examples of matplotlib codes and plots
A PyTorch library and evaluation platform for end-to-end compression research
上海交通大学 Beamer 模版 | Beamer template for Shanghai Jiao Tong University
🚀 AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Vi…
[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Awesome Multitask Learning Resources
The project is deprecated. Please move to https://github.com/kubeedge/sedna