zhenglong178's starred repositories
cs-self-learning
计算机自学指南
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
pytorch-classification
Classification with PyTorch.
awesome-industrial-anomaly-detection
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
backdoor-learning-resources
A list of backdoor learning resources
Awesome-Open-Vocabulary
(TPAMI 2024) A Survey on Open Vocabulary Learning
Awesome-Prompt-Adapter-Learning-for-VLMs
A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.
Fast-Symmetric-Diffeomorphic-Image-Registration-with-Convolutional-Neural-Networks
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
MLOps_VideoAnomalyDetection
Operationalize a video anomaly detection model with Azure ML
Adversarial-Example-Attack-and-Defense
This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.
Awesome-Misinfo-Video-Detection
A curated list of works related to Misinformation Video Detection, as a companion material for an ACM Multimedia 2023 survey
torch-vectorized
Fast analytical implementation of batch eigen-decomposition for 3x3 symmetric matrices with Pytorch. > 250x faster than regular Pytorch implementation of batch eigen-decomposition on GPU.
fakenewsdetection
A repository for fake news detection.
LogEuclidean-Intro
Resources and example on the Log-Euclidean framework for DTI processing