pprp/mutablenas

Channel Search for ResNet20; cvpr21 NAS workshop 16th

Hi there 👋 this is pprp

🥳 My name is Peijie Dong, English name is Peyton.

🥰 I am a first-year Ph.D. student in Data Science and Analytics (DSA) at HKUST(GZ).

🌱 I’m currently working on Model Compression including NAS and KD.

😄 Also, 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1: GiantPandaCV

💞 公众号2: 神经网络架构搜索

👤 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