YeongHyeon

adVAE

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

CNN_Own_Dataset

CNN example for training your own datasets.

CVAE-AnomalyDetection-PyTorch

Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)

FARED_for_Anomaly_Detection

Official source code of "Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine"

MemAE-TF2

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

R-CNN_LIGHT

Regional-Convolution Neural Network for blink detection based on contouring.

ResNeSt-TF2

TensorFlow implementation of "ResNeSt: Split-Attention Networks"

Super-Resolution_CNN

Implementation of "Image Super-Resolution using Deep Convolutional Network"

Super-Resolution_CNN-PyTorch

Implementation of 'Image Super-Resolution using Deep Convolutional Network'

SWA-Gaussian-TF2

TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

YeongHyeon/ResNeSt-TF2

TensorFlow implementation of "ResNeSt: Split-Attention Networks"

YeongHyeon/R-CNN_LIGHT

Regional-Convolution Neural Network for blink detection based on contouring.

YeongHyeon/CVAE-AnomalyDetection-PyTorch

Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)

YeongHyeon/MemAE-TF2

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

YeongHyeon/adVAE

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

YeongHyeon/FARED_for_Anomaly_Detection

Official source code of "Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine"

YeongHyeon/MNIST_AttentionMap

Attention mechanism with MNIST dataset

YeongHyeon/RIAD-PyTorch

PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"

YeongHyeon/RepVGG-TF2

YeongHyeon/PIPGCN-TF2

Unofficial TensorFlow implementation of Protein Interface Prediction using Graph Convolutional Networks.

YeongHyeon/DINO_MNIST-PyTorch

Pytorch implementation of "Emerging Properties in Self-Supervised Vision Transformers" (a.k.a. DINO)

YeongHyeon/Normalizing-Flow-TF2

TensorFlow implementation of "Variational Inference with Normalizing Flows"

YeongHyeon/SWA-Gaussian-TF2

TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

YeongHyeon/white-box-layer

Deep Learning Package based on TensorFlow.

YeongHyeon/Context-Encoder

TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.

YeongHyeon/ADAE-TF

TensorFlow implementation of Anomaly Detection with Adversarial Dual Autoencoders (ADAE) with MNIST dataset.

YeongHyeon/Download-ChestX-ray8

Script for download the dataset 'ChestX-ray8'

YeongHyeon/MLP-Mixer-TF2

TensorFlow implementation of "MLP-Mixer: An all-MLP Architecture for Vision"

YeongHyeon/Sequence-Autoencoder

Sequence Autoencoder with UJI Pen Characters Dataset

YeongHyeon/YeongHyeon

YeongHyeon/Transformer-TF2

TensorFlow implementation of "Attention is all you need (Transformer)"

YeongHyeon/GhostNet-PyTorch

YeongHyeon/MLP-Mixer-PyTorch

YeongHyeon/Active-Learning

PyTorch implementation of "Learning Loss for Active Learning"

YeongHyeon/Conference_History

YeongHyeon/Glyph_Dataset

Glyph dataset

YeongHyeon/GNN_with_MNIST

YeongHyeon/YeongHyeon.github.io

Jekyll Theme

YeongHyeon/YeongHyeon.github.io_old

A simple, clean, and easy to modify Jekyll theme.

YeongHyeon/Certifications