phuochaihuynh Goto Github PK

ab_distillation

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)

beautiful-jekyll

:sparkles: Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

blood_test_data

ct-gan

A GAN based framework for adding and removing medical evidence in 3D volumetric medical scans

ensemble_of_oblique_decision_trees

ensembles_of_oblique_decision_trees

Ensembles of Oblique Decision Trees

evietgap

iclr20-lcn

"Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")

image-classification-pipeline

The Image Classification pipeline is designed to perform image classification using Convolutional Neural Network (CNN) models in Keras. It has three functionalities: inference, training, and knowledge distillation.

keras-knowledge-distillation

Keras implementation of knowledge distillation(Hinton, et al. 2015)

knowledge-distillation-for-super-resolution

ICIP 2020, FAKD: Feature-Affinity Based Knowledge Distillation for Efficient Image Super-Resolution

knowledge-distillation-for-unet

An implementation of Knowledge distillation for segmentation, to train a small (student) UNet from a larger (teacher) UNet thereby reducing the size of the network while achieving performance similar to the heavier model.

knowledge-distillation-keras

A pretty sloppy implementation of the original paper.

knowledge_distillation

Knowledge Distillation

knowledge_distillation-1

knowledge_distillation_via_tf2.0

The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API

modeltree

Oblique and straight model trees for regression

neural-network-distillation

Simple demonstration of the Knowledge Distillation framework with neural networks

phuochaihuynh.github.io

plantvillage_deeplearning_paper_dataset

project-arrhythmia

Machine learning project on Distinguish between the presence and absence of cardiac arrhythmia and its classification in one of the 16 groups.

qlda_course_2023

Khóa học quản lý dự án năm 2023

scythe

Deep forest / Gradient boosting trees library

stree

Oblique Tree classifier based on SVM nodes

typescript

TypeScript