Pinned Repositories
ait
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]
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, ... 🧠
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome-yolo-object-detection
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
BRECQ
Pytorch implementation of BRECQ, ICLR 2021
coding-interview-university
A complete computer science study plan to become a software engineer.
data-free-quantization
记录目前在无数据量化领域的最新论文以及个人方法理解
DeepInversion
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
lenghuixing0330's Repositories
lenghuixing0330/ait
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]
lenghuixing0330/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, ... 🧠
lenghuixing0330/attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
lenghuixing0330/Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
lenghuixing0330/awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
lenghuixing0330/awesome-yolo-object-detection
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.
lenghuixing0330/BRECQ
Pytorch implementation of BRECQ, ICLR 2021
lenghuixing0330/coding-interview-university
A complete computer science study plan to become a software engineer.
lenghuixing0330/data-free-quantization
记录目前在无数据量化领域的最新论文以及个人方法理解
lenghuixing0330/DeepInversion
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
lenghuixing0330/DIODE
Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021.
lenghuixing0330/Genie
Implementation of "Genie: Show Me the Data for Quantization" (CVPR 2023)
lenghuixing0330/hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。
lenghuixing0330/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
lenghuixing0330/Machine-Learning-Foundations-Techniques
lenghuixing0330/mmdeploy
OpenMMLab Model Deployment Framework
lenghuixing0330/MQBench
Model Quantization Benchmark
lenghuixing0330/MRECG
lenghuixing0330/Nowack_Lab
Nowack Lab at Cornell: Mesoscale Scanning Probe Microscopy
lenghuixing0330/objectdetection_script
一些关于目标检测的脚本的改进思路代码，详细请看readme.md
lenghuixing0330/pysquid
Tools for inferring electric surface currents from magnetic flux images
lenghuixing0330/QDrop
The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization
lenghuixing0330/qimera
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]
lenghuixing0330/Targeted-Adversarial-Attack
A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
lenghuixing0330/team-learning-data-mining
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
lenghuixing0330/Train_Custom_Dataset
标注自己的数据集，训练、评估、测试、部署自己的人工智能算法
lenghuixing0330/ZAQ-code
CVPR 2021 : Zero-shot Adversarial Quantization (ZAQ)
lenghuixing0330/ZeroQ
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework