Search Results for author: GuangYu Nie

Found 2 papers, 1 papers with code

Attributing Image Generative Models using Latent Fingerprints

1 code implementation17 Apr 2023 GuangYu Nie, Changhoon Kim, Yezhou Yang, Yi Ren

This paper investigates the use of latent semantic dimensions as fingerprints, from where we can analyze the effects of design variables, including the choice of fingerprinting dimensions, strength, and capacity, on the accuracy-quality tradeoff.

Attribute

Augmenting Model Robustness with Transformation-Invariant Attacks

no code implementations31 Jan 2019 Houpu Yao, Zhe Wang, GuangYu Nie, Yassine Mazboudi, Yezhou Yang, Yi Ren

The vulnerability of neural networks under adversarial attacks has raised serious concerns and motivated extensive research.

Image Cropping Translation

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