Search Results for author: Zheng Qi

Found 5 papers, 1 papers with code

Capturing the Content of a Document through Complex Event Identification

no code implementations *SEM (NAACL) 2022 Zheng Qi, Elior Sulem, Haoyu Wang, Xiaodong Yu, Dan Roth

We address this task as a pipeline, first predicting whether two granular events mentioned in the text belong to the same complex event, independently of their position in the text, and then using this to cluster them into complex events.

Representation Learning

Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks

no code implementations12 Jan 2023 Zheng Qi, AprilPyone MaungMaung, Hitoshi Kiya

In recent years, with the development of cloud computing platforms, privacy-preserving methods for deep learning have become an urgent problem.

Cloud Computing Image Classification +1

Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix

no code implementations4 Aug 2022 Zheng Qi, AprilPyone MaungMaung, Hitoshi Kiya

In this paper, we propose a privacy-preserving image classification method using encrypted images under the use of the ConvMixer structure.

Classification Image Classification +1

Privacy-Preserving Image Classification Using Vision Transformer

no code implementations24 May 2022 Zheng Qi, AprilPyone MaungMaung, Yuma Kinoshita, Hitoshi Kiya

In this paper, we propose a privacy-preserving image classification method that is based on the combined use of encrypted images and the vision transformer (ViT).

Classification Image Classification +2

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