cc233

micro_diffusion

Repo is required for the code of our research paper on micro-budget training of large scale diffusion model.

COALA

COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24

fiftyone

The open-source tool for building high-quality datasets and computer vision models

Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

mmdetection

OpenMMLab Detection Toolbox and Benchmark

ViT-Adapter

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

Object-Detection-Knowledge-Distillation

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

RaTP

Continual Model Generalization for Unseen Domains

IDEAL

Query-Efficient Data-Free Learning from Black-Box Models

MECTA

Memory-Economic Continual Test-Time Model Adaptation

MocoSFL

Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)

EasyFL

An easy-to-use federated learning platform

cater_neurips

FedRBN

[AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

zjuthesis

Zhejiang University Graduation Thesis LaTeX Template

PiCO

PyTorch implementation of PiCO https://arxiv.org/abs/2201.08984

Privacy-preserving-smart-metering

PPFA: Privacy Preserving Fog-enabled Aggregation in Smart Grid

cluster-validity-indices

cluster validity indices for fuzzy c-means

Differentially-Private-Text-Representations

LSTM-CNN-model-for-HAR

LSTM-CNN model for Human Activity Recognition

FPPDL

code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"

batch-transforms

Batch equivalent of PyTorch Transforms.

Friendly-Adversarial-Training

Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

resume

An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git