pprp Goto Github PK

followers: 598.0 following: 451.0 repos: 152.0 gists: 0.0

Name: Peyton

Type: User

Company: Data Science and Analytic Thrust, Information Hub, HKUST(GZ)

Bio: Embrace changes.

Location: GuangZhou

Blog: https://www.zhihu.com/people/peijieDong

Hi there 👋 this is pprp

🥳 My name is Peijie Dong, I am a first-year Ph.D. student in Data Science and Analytic (DSA) at HKUST(GZ).

😄 I’m a member of 🐼 GiantPandaCV.

📦 CSDN: https://blog.csdn.net/DD_PP_JJ

😃 cnblogs: https://www.cnblogs.com/pprp

😇 zhihu: https://www.zhihu.com/people/peijieDong

🐼 公众号: GiantPandaCV

👤 More about me: https://pprp.github.io

📫 How to reach me: wx:topeijie

If you find my research direction intriguing or share similar interests, I would be delighted to hear from you. Please don't hesitate to reach out, as I believe that together, we can create something truly remarkable and meaningful.

You might be insterested

Repository	Introduction
yolov3-point	Infrared Small Object Detection based on Yolov3.
SimpleCVReproduction	Replication of simple CV projects including Keypoint Detection, Classification, etc.
Awesome-Attention-Mechanism-in-cv	Awesome list of Attention and Plug&Play Modules in CV.
deep_sort_yolov3_pytorch	Replication of MOT Algorithm - DeepSort with Attention Machnism.
voc2007_for_yolo_torch	Dataset Conversion Scripts for yolov3/yolov5.
landmark_annotation	Landmark/Keypoint Annotation Software. Refer to keypoint detection for more details.
captcha.Pytorch	Solution of the 1st Prize in the Captcha Recognition Competition 2019.
pytorch-cifar-model-zoo	Implementation of CNN and ViT Networks for CIFAR.
SimplePaperReading	Collection of original Blog Post and Inductive Knowledge.
GoodsRecognition.MindSpore	Solution of the 1st Prize in MindSpore Goods Recognition Competition.
CVPR2022-NAS-competition-Track-1-3th-solution	Solution of the 3rd Prize in 2022 CVPR NAS Workshop on SuperNet Track.

Publications

Google Scholar

Prior-Guided One-shot Neural Architecture Search CVPR Workshop 2022
RD-NAS: Enhancing One-shot Supernet Ranking Ability Via Ranking Distillation from Zero-cost Proxies ICASSP 2023
Progressive Meta-Pooling Learning for Lightweight Image Classification Model ICASSP 2023
AutoRF: Auto Learning Receptive Fields with Spatial Pooling MMM 2022
Review of one-shot neural architecture search Computer Engineering & Science 2022
EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization ICCV 2023

Tools

Peyton's Projects

100-days-of-ml-code

100 Days of ML Coding

100days

100 days of algorithms

52rl

Reforcement Learning in DataWhale

algorithmpractice

大学期间编程练习题目

archvizd3

zero-cost proxy visualization on NAS-Bench-201 using d3.js

attention-based-network-settings

[arXiv 2020] Deep Connected Attention Networks

autodiffusion

autodistill

Images to inference with no labeling (use foundation models to train supervised models)

autodl-projects

Automated deep learning algorithms implemented in PyTorch.

autorf

AutoRF: Learning Receptive Fields with Spatial Pooling

aw_nas

aw_nas: A Modularized and Extensible NAS Framework

awesome-algorithm

Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现

awesome-attention-mechanism-in-cv

Awesome List of Attention Modules and Plug&Play Modules in Computer Vision

awesome-autodl

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-efficient-llm

A curated list for Efficient Large Language Models

awesome-llm-compression

Awesome LLM compression research papers and tools.

awesome-llm-inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.