ShuchunXu's repositories
2023-AAAI-SDMIA
code for AAAI accepted paper Similarity Distribution based Membership Inference Attack on Person Re-Identification.
Awesome-Dataset-Distillation
Awesome Dataset Distillation Papers
Awesome-Differential-Privacy-and-Meachine-Learning
机器学习和差分隐私的论文笔记和代码仓
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
awesome-industrial-anomaly-detection
Paper list and datasets for industrial image anomaly detection (defect detection). 工业异常检测(瑕疵检测)论文及数据集检索库。
awesome-knowledge-distillation
Awesome Knowledge Distillation
Awesome-LongTailed-Learning
A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).
Awesome1-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
breaching
Breaching privacy in federated learning scenarios for vision and text
CV-Surveys
计算机视觉相关综述。包括目标检测、跟踪........
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
differential-privacy
Google's differential privacy libraries.
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
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。
iiecas-kaoyan-bo-docs
National Postgraduate Entrance Exam Documents of Institute of Information Engineering, Chinese Academy of Sciences. **科学院信息工程研究所考研保研考博文档资料
Multi-Modal-Image-Analysis
A comprehensive repository showcasing advanced techniques in computer vision, including image classification, long-tailed recognition, and generative adversarial networks (GANs). Explore code implementations, models, and experiments to tackle real-world challenges in image analysis and synthesis.
pumpkin-book
《机器学习》（西瓜书）公式详解
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
SecMI
[ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?
Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
Teacher-free-Knowledge-Distillation
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习