adversarial attacks 1black-box transferability 1online handwriting 1salience mapping 1temporal editing 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Adversarial Attacks on Online Handwriting using Salience-based Temporal Editing
Yataro Tamura, Brian Kenji Iwana, Jiseok Lee
The paper introduces a new adversarial attack for online handwriting recognition that edits the pen trajectory by inserting or deleting points guided by temporal salience, preservi…
cs.LG2025
Towards Time Series Generation Conditioned on Unstructured Natural Language
Jaeyun Woo, Jiseok Lee, Brian Kenji Iwana
Generative Artificial Intelligence (AI) has rapidly become a powerful tool, capable of generating various types of data, such as images and text. However, despite the significant a…
cs.LG2024
Model Selection with a Shapelet-based Distance Measure for Multi-source Transfer Learning in Time Series Classification
Jiseok Lee, Brian Kenji Iwana
Transfer learning is a common practice that alleviates the need for extensive data to train neural networks. It is performed by pre-training a model using a source dataset and fine…