3 papers
cs.CV2026
BluRef: Unsupervised Image Deblurring with Dense-Matching References
Bang-Dang Pham, Anh Tran, Cuong Pham +1
This paper introduces a novel unsupervised approach for image deblurring that utilizes a simple process for training data collection, thereby enhancing the applicability and effect…
cs.CV2025
SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models
Kien Nguyen, Anh Tran, Cuong Pham
The rapid growth of text-to-image diffusion models has raised concerns about their potential misuse in generating harmful or unauthorized contents. To address these issues, several…
cs.CR2025
A4O: All Trigger for One sample
Duc Anh Vu, Anh Tuan Tran, Cong Tran +1
Backdoor attacks have become a critical threat to deep neural networks (DNNs), drawing many research interests. However, most of the studied attacks employ a single type of trigger…