SeongKyung Kim (Irene Kim)

87 Followers

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Anomaly Detection with DeepSAD

for Noisy, Imbalanced, or Unreliable Datasets

Mar 26

Mar 26

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Transformer Variant for Anomaly Detection in Sequential Data

Detecting behavioral patterns in sequential or time-series datasets is crucial for identifying anomalies, such as cheating in my case…

Nov 30, 2023

Transformer Variant for Anomaly Detection in Sequential Data

Nov 30, 2023

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Pinned

AutoEncoder for Abusing Detection

Using Deep Learning Models to Detect Abusive Behavior in Video Games

Apr 27, 2023

Apr 27, 2023

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Handling Noisy Label Data with Deep Learning

When your dataset is coarsely labelled, it isn't easy to actually perform any deep learning techniques on top of such data. The result is…

Jul 17, 2022

Handling Noisy Label Data with Deep Learning

Jul 17, 2022

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Bayesian Optimization

Is it really the best hyperparameter tuning method? Comparing it with a grid search, random search, and hyperband search

Sep 15, 2021

Sep 15, 2021

Demystifying Neural Nets with The Shapley Value

Unboxing The Black Box with The Shapley Value and Game Theory

Dec 5, 2021

Demystifying Neural Nets with The Shapley Value

Dec 5, 2021

Demystifying Batch Normalization vs Drop out

Is batch normalization really the rule of thumb? Comparing the result with dropout on the CIFAR10 dataset

Oct 11, 2021

Demystifying Batch Normalization vs Drop out

Oct 11, 2021

Deep Learning Definition Cheatsheet: Sequence Model version

This article is for people who already know the basic mechanisms of deep learning and sequence models and want to quickly review the core…

Jul 10, 2021

Deep Learning Definition Cheatsheet: Sequence Model version

Jul 10, 2021

Building an Instagram Scraper in 3 minutes

Twitter is the most widely used source to collect texts for sentiment analysis, text classification, and many more for machine learning…

Jun 22, 2021

Building an Instagram Scraper in 3 minutes

Jun 22, 2021