Search Results for author: Hyoseok Hwang

Found 4 papers, 2 papers with code

A2XP: Towards Private Domain Generalization

1 code implementation17 Nov 2023 Geunhyeok Yu, Hyoseok Hwang

In the second phase, two embedder networks are trained to effectively amalgamate these expert prompts, aiming for an optimal output.

Domain Generalization Privacy Preserving

Automated Solubility Analysis System and Method Using Computer Vision and Machine Learning

no code implementations7 Apr 2023 Gahee Kim, Minwoo Jeon, Hyun Do Choi, Jun Ki Cho, Youn-Suk Choi, Hyoseok Hwang

The proposed system is a combination of a device that uses a background image and a method for estimating the dissolution and particle presence by changing the background image.

Decision-BADGE: Decision-based Adversarial Batch Attack with Directional Gradient Estimation

1 code implementation9 Mar 2023 Geunhyeok Yu, Minwoo Jeon, Hyoseok Hwang

To optimize perturbation with decisions, we addressed two challenges, namely the magnitude and the direction of the gradient.

Adversarial Attack

3D Display Calibration by Visual Pattern Analysis

no code implementations23 Jun 2016 Hyoseok Hwang, Hyun Sung Chang, Dongkyung Nam, In So Kweon

Experimental results demonstrate that our method is quite accurate, about a half order of magnitude higher than prior work; is efficient, spending less than 2 s for computation; and is robust to noise, working well in the SNR regime as low as 6 dB.

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