Jong‐Seok Lee

Deep Image Destruction: A Comprehensive Study on Vulnerability of Deep Image-to-Image Models against Adversarial Attacks.

2021 · arXiv (Cornell University)

Recently, the vulnerability of deep image classification models to adversarial attacks has been investigated. However, such an issue has not been thoroughly studied for image-to-image models that can have different characteristics in quantitative evaluation, consequences …

PT Bottle Classification Function for Pfand Equipment

2023

Approximately 8.3 billion tons of waste plastics are produced on Earth, and waste plastics that are not properly processed and recycled threaten our ecosystem on land and at sea. Since 2003, Germany has been using …

Emotional EEG Classification using Upscaled Connectivity Matrices

2025 · arXiv (Cornell University)

In recent studies of emotional EEG classification, connectivity matrices have been successfully employed as input to convolutional neural networks (CNNs), which can effectively consider inter-regional interaction patterns in EEG. However, we find that such an …