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liuhongbo830117's Projects

aerial-template-matching icon aerial-template-matching

This project focuses on development of an algorithm for Template Matching on aerial images by implementing classical Computer Vision based techniques and deep-learning based techniques.

boosted_hp_filter icon boosted_hp_filter

Accompanying functions for Peter Phillips and Zhentao Shi (2019): "Boosting the Hodrick-Prescott Filter"

byzantine_aircomp icon byzantine_aircomp

Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).

crypto-text icon crypto-text

A Cross Platform implementation of Crypto-JS AES Text Encryption and Decryption wrapped in a modern UI

csi-net icon csi-net

pytorch code of CSI-Net, including data and pre-trained models

detpoisson_python icon detpoisson_python

Simulates a random determinantally-thinned Poisson point process on a rectangle.

dig icon dig

A library for graph deep learning research

dlsca icon dlsca

A free and open source tool for Deep Learning Side Channel Analysis

dppl icon dppl

Matlab scripts for the paper "Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks"

fbpcf icon fbpcf

Private computation framework library allows developers to perform randomized controlled trials, without leaking information about who participated or what action an individual took. It uses secure multiparty computation to guarantee this privacy. It is suitable for conducting A/B testing, or measuring advertising lift and learning the aggregate statistics without sharing information on the individual level.

higherhrnet-human-pose-estimation icon higherhrnet-human-pose-estimation

This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)

hscnn-plus icon hscnn-plus

HSCNN+: Advanced CNN-Based Hyperspectral Recovery from RGB Images in CVPRW 2018 (Winner of NTIRE Challenge)

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