pprp Goto Github PK

followers: 631.0 following: 466.0 repos: 167.0 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. My bio 👤 is https://pprp.github.io. 📫 Reach me at wechat: topeijie.

scholar.google.com/citations?user=TqS6s4gAAAAJ

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.

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.
Pruner-Zero	Pruning Large Language Models in One-shot.

Publications

Prior-Guided One-shot Neural Architecture Search

RD-NAS: Enhancing One-shot Supernet Ranking Ability Via Ranking Distillation from Zero-cost Proxies

Progressive Meta-Pooling Learning for Lightweight Image Classification Model

AutoRF: Auto Learning Receptive Fields with Spatial Pooling

Review of one-shot neural architecture search

EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization

Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models

Tools

Peyton's Projects

archvizd3

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

attention-based-network-settings

[arXiv 2020] Deep Connected Attention Networks

autoawq

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

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

Automatically literature survey/review with GPT! An intelligent research assistant leveraging GPT-3.5 /GPT-4 to find, analyze, and rank relevant academic papers from Google Scholar based on user-provided search queries and topics

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.