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Yain-Whar Si

3 accepted papers

2025

ADCD-Net: Robust Document Image Forgery Localization via Adaptive DCT Feature and Hierarchical Content Disentanglement

ICCV 2025poster

The advancement of image editing tools has enabled malicious manipulation of sensitive document images, underscoring the need for robust document image forgery detection. Though forgery detectors for natural images have been extensively studied, they struggle with document images, as the tampered re…

2025

An End-to-End Model for Logits-Based Large Language Models Watermarking

ICML 2025poster

The rise of LLMs has increased concerns over source tracing and copyright protection for AIGC, highlighting the need for advanced detection technologies. Passive detection methods usually face high false positives, while active watermarking techniques using logits or sampling manipulation offer more…

2025

Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract)

AAAI 2025technical

Transfer learning enhances model performance in financial time series by leveraging data from related domains. The selection of appropriate source domains is crucial to avoid negative transfer. We propose using Gramian Angular Field (GAF) transformations to improve time series similarity functions f…

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