Search Results for author: Hiroki Azuma

Found 2 papers, 1 papers with code

ZoDi: Zero-Shot Domain Adaptation with Diffusion-Based Image Transfer

no code implementations20 Mar 2024 Hiroki Azuma, Yusuke Matsui, Atsuto Maki

Deep learning models achieve high accuracy in segmentation tasks among others, yet domain shift often degrades the models' performance, which can be critical in real-world scenarios where no target images are available.

Domain Adaptation Image Segmentation +2

Defense-Prefix for Preventing Typographic Attacks on CLIP

1 code implementation10 Apr 2023 Hiroki Azuma, Yusuke Matsui

In this study, we addressed the reduction of the impact of typographic attacks on CLIP without changing the model parameters.

object-detection Object Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.