Search Results for author: Saeed Saravani

Found 2 papers, 2 papers with code

Graph isomorphism UNet

1 code implementation Expert Systems with Applications 2023 Alireza Amouzad, Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani, Behnam Roshanfekr

Recent methods leverage learnable parameters to extract structural information from neural networks and extend pooling and unpooling to graphs using node features and graph structural information.

Decoder Graph Classification +1

Spot The Odd One Out: Regularized Complete Cycle Consistent Anomaly Detector GAN

1 code implementation16 Apr 2023 Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani, Mohammad Rahmati

This study presents an adversarial method for anomaly detection in real-world applications, leveraging the power of generative adversarial neural networks (GANs) through cycle consistency in reconstruction error.

Anomaly Detection Odd One Out

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