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House Dark's Projects

3d-face-gcns icon 3d-face-gcns

Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks, CVPR 2020

3ddfa icon 3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3dface icon 3dface

This repository contains the dataset including the pair of 2D face image and its corresponding 3D face geometry model.

3dmmasstn icon 3dmmasstn

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

996icu icon 996icu

996ICU 995ICU 工作996 生病ICU 加班不规范 亲人两行泪

acl4ssr icon acl4ssr

SSR 去广告ACL规则/SS完整GFWList规则,Telegram频道订阅地址

addernet icon addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

aes icon aes

AES algorithm implementation in C

backdoorbox icon backdoorbox

The open-sourced Python toolbox for backdoor attacks and defenses.

blades icon blades

Blades: A simulator and benchmark for Byzantine-robust federated Learning with Attacks and Defenses Experimental Simulation

capc-iclr icon capc-iclr

CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where both confidentiality and privacy need to be preserved to prevent explicit and implicit sharing of private data.

dba icon dba

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

deca icon deca

DECA: Detailed Expression Capture and Animation

disout icon disout

Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facenet-pytorch icon facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

fedfly icon fedfly

Migration of Edge-based Distributed Federated Learning

fl-defender icon fl-defender

LFA-Defender: How to Defend against Label-flipping Attack in Federated Learning

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