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autodp

autodp: A flexible and easy-to-use package for differential privacy

blind_watermark

Blind&Invisible Watermark ，图片盲水印，提取水印无须原图！

cirkd-segmentation-

[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation

consistency_models

Official repo for consistency models.

datalens

[CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long*, Luka Rimanic, Ce Zhang, Bo Li

diffusevae

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

diode

Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021.

dp-mepf

TMLR2023

dp-merf

dpdfd

Code snippet of DPDFD (IJCAI23: Model Conversion via Differentially Private Data-Free Distillation)

dsno-pytorch

efficient-computing

Efficient-Computing

evaluatingdpml

This project's goal is to evaluate the privacy leakage of differentially private machine learning models.

fastdp

👁Large-Scale Distributed Private Learning with DPSGD

imsg_lab_homepage

inter-block-dct

An unofficial code implementation of 'Robust and blind image watermarking in DCT domain using inter-block coefficient correlation'

invisible-watermark

python library for invisible image watermark (blind image watermark)

label_dp_antipodes

Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"

leetcode

My coding experience. Continuously updated...

llbbcc.github.io

llbbcc_old

machinelearning

《统计学习方法》相关的机器学习实现代码。Machine Learning.

models

This repository contains some commonly used modeling constructs. (Transformer, UNet, VAE, e.g.)

mora

An unofficial code implementation of "Mora: Enabling Generalist Video Generation via A Multi-Agent Framework"

my_home

Hello

pateandmeal

privacy

Library for training machine learning models with privacy for training data

pydp

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy

rpg-diffusionmaster

Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)