Search Results for author: Benhao Huang

Found 3 papers, 1 papers with code

AAPMT: AGI Assessment Through Prompt and Metric Transformer

1 code implementation28 Mar 2024 Benhao Huang

These methods are crucial for assessing the quality of images relative to their textual descriptions, and they must accurately mirror human perception.

Seeing is not always believing: The Space of Harmless Perturbations

no code implementations3 Feb 2024 Lu Chen, Shaofeng Li, Benhao Huang, Fan Yang, Zheng Li, Jie Li, Yuan Luo

In the context of deep neural networks, we expose the existence of a harmless perturbation space, where perturbations leave the network output entirely unaltered.

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Defining and Extracting generalizable interaction primitives from DNNs

no code implementations29 Jan 2024 Lu Chen, Siyu Lou, Benhao Huang, Quanshi Zhang

Faithfully summarizing the knowledge encoded by a deep neural network (DNN) into a few symbolic primitive patterns without losing much information represents a core challenge in explainable AI.

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