YeongHyeon

ResNeSt-TF2

TensorFlow implementation of "ResNeSt: Split-Attention Networks"

R-CNN_LIGHT

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

CVAE-AnomalyDetection-PyTorch

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

MemAE-TF2

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

adVAE

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

FARED_for_Anomaly_Detection

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

MNIST_AttentionMap

Attention mechanism with MNIST dataset

RIAD-PyTorch

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

RepVGG-TF2

PIPGCN-TF2

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

DINO_MNIST-PyTorch

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

Normalizing-Flow-TF2

TensorFlow implementation of "Variational Inference with Normalizing Flows"

SWA-Gaussian-TF2

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

white-box-layer

Deep Learning Package based on TensorFlow.

Context-Encoder

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

ADAE-TF

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

Download-ChestX-ray8

Script for download the dataset 'ChestX-ray8'

MLP-Mixer-TF2

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

Sequence-Autoencoder

Sequence Autoencoder with UJI Pen Characters Dataset

YeongHyeon

Transformer-TF2

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

GhostNet-PyTorch

MLP-Mixer-PyTorch

Active-Learning

PyTorch implementation of "Learning Loss for Active Learning"

Conference_History

Glyph_Dataset

Glyph dataset

GNN_with_MNIST

YeongHyeon.github.io

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Certifications

TFA-Net

Template-based Feature Aggregation Network for industrial anomaly detection(EAAI-2024)