Search Results for author: Ali Garjani

Found 3 papers, 3 papers with code

InForecaster: Forecasting Influenza Hemagglutinin Mutations Through the Lens of Anomaly Detection

1 code implementation25 Oct 2022 Ali Garjani, Atoosa Malemir Chegini, Mohammadreza Salehi, Alireza Tabibzadeh, Parastoo Yousefi, Mohammad Hossein Razizadeh, Moein Esghaei, Maryam Esghaei, Mohammad Hossein Rohban

This helps the model to learn a shared unique representation between normal training samples as much as possible, which improves the discernibility and detectability of mutated samples from the unmutated ones at the test time.

Anomaly Detection

Neural Distributed Image Compression with Cross-Attention Feature Alignment

1 code implementation18 Jul 2022 Nitish Mital, Ezgi Ozyilkan, Ali Garjani, Deniz Gunduz

In the proposed method, the decoder employs a cross-attention module to align the feature maps obtained from the received latent representation of the input image and a latent representation of the side information.

Image Compression

Neural Distributed Image Compression using Common Information

3 code implementations22 Jun 2021 Nitish Mital, Ezgi Ozyilkan, Ali Garjani, Deniz Gunduz

The received latent representation and the locally generated common information are passed through a decoder network to obtain an enhanced reconstruction of the input image.

Image Compression

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