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SK Planet, SungKyunKwan Univ.
- yeonghyeon.github.io/about
- https://orcid.org/0000-0002-5686-5543
Highlights
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VisDrone-Dataset Public
Forked from VisDrone/VisDrone-DatasetThe dataset for drone based detection and tracking is released, including both image/video, and annotations.
UpdatedJan 21, 2025 -
YeongHyeon.github.io Public
Forked from niklasbuschmann/contrastJekyll Theme
JavaScript The Unlicense UpdatedJan 15, 2025 -
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TFA-Net Public
Forked from luow23/TFA-NetTemplate-based Feature Aggregation Network for industrial anomaly detection(EAAI-2024)
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Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)
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Active-Learning Public
PyTorch implementation of "Learning Loss for Active Learning"
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DINO_MNIST-PyTorch Public
Pytorch implementation of "Emerging Properties in Self-Supervised Vision Transformers" (a.k.a. DINO)
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MemAE-TF2 Public
TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"
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RIAD-PyTorch Public
PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"
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MLP-Mixer-TF2 Public
TensorFlow implementation of "MLP-Mixer: An all-MLP Architecture for Vision"
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white-box-layer Public
Deep Learning Package based on TensorFlow.
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Transformer-TF2 Public
TensorFlow implementation of "Attention is all you need (Transformer)"
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R-CNN_LIGHT Public
Regional-Convolution Neural Network for blink detection based on contouring.
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SWA-Gaussian-TF2 Public
TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
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Normalizing-Flow-TF2 Public
TensorFlow implementation of "Variational Inference with Normalizing Flows"
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FARED_for_Anomaly_Detection Public
Official source code of "Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine"
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MNIST_AttentionMap Public
Attention mechanism with MNIST dataset
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PIPGCN-TF2 Public
Unofficial TensorFlow implementation of Protein Interface Prediction using Graph Convolutional Networks.
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ResNeSt-TF2 Public
TensorFlow implementation of "ResNeSt: Split-Attention Networks"
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adVAE Public
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'
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Context-Encoder Public
TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.
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ADAE-TF Public
TensorFlow implementation of Anomaly Detection with Adversarial Dual Autoencoders (ADAE) with MNIST dataset.
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Sequence-Autoencoder Public
Sequence Autoencoder with UJI Pen Characters Dataset