Search Results for author: Taegoo Kang

Found 4 papers, 0 papers with code

Robustness of SAM: Segment Anything Under Corruptions and Beyond

no code implementations13 Jun 2023 Yu Qiao, Chaoning Zhang, Taegoo Kang, Donghun Kim, Chenshuang Zhang, Choong Seon Hong

Following by interpreting the effects of synthetic corruption as style changes, we proceed to conduct a comprehensive evaluation for its robustness against 15 types of common corruption.

Style Transfer

Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples

no code implementations1 May 2023 Chenshuang Zhang, Chaoning Zhang, Taegoo Kang, Donghun Kim, Sung-Ho Bae, In So Kweon

Beyond the basic goal of mask removal, we further investigate and find that it is possible to generate any desired mask by the adversarial attack.

Adversarial Attack Adversarial Robustness

A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material

no code implementations4 Apr 2023 Mengchun Zhang, Maryam Qamar, Taegoo Kang, Yuna Jung, Chenshuang Zhang, Sung-Ho Bae, Chaoning Zhang

Diffusion models have become a new SOTA generative modeling method in various fields, for which there are multiple survey works that provide an overall survey.

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