SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration

no code implementations • 14 Mar 2024 • Yanfei Song, Bangzheng Pu, Peng Wang, Hongxu Jiang, Dong Dong, Yongxiang Cao, Yiqing Shen

Moreover, it takes only 244MB memory, which is 3. 5\% of the vanilla SAM.

Transfer Learning Zero-shot Generalization

Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking

no code implementations • 17 Mar 2023 • Xingxing Wei, Bangzheng Pu, Shiji Zhao, Chen Chi, Huazhu Fu

The advancement of deep learning has facilitated the integration of Artificial Intelligence (AI) into clinical practices, particularly in computer-aided diagnosis.

Diabetic Retinopathy Detection Semantic Segmentation

Visually Adversarial Attacks and Defenses in the Physical World: A Survey

no code implementations • 3 Nov 2022 • Xingxing Wei, Bangzheng Pu, Jiefan Lu, Baoyuan Wu

The current adversarial attacks in computer vision can be divided into digital attacks and physical attacks according to their different attack forms.

Adversarial Robustness