1 citations · 1 across the 3 of their papers we have counts for
3 papers
MemLoss: Enhancing Adversarial Training with Recycling Adversarial Examples
Soroush Mahdi, Maryam Amirmazlaghani, Saeed Saravani +1
In this paper, we propose a new approach called MemLoss to improve the adversarial training of machine learning models. MemLoss leverages previously generated adversarial examples,…
Beyond Imperfections: A Conditional Inpainting Approach for End-to-End Artifact Removal in VTON and Pose Transfer
Aref Tabatabaei, Zahra Dehghanian, Maryam Amirmazlaghani
Artifacts often degrade the visual quality of virtual try-on (VTON) and pose transfer applications, impacting user experience. This study introduces a novel conditional inpainting…
Spot The Odd One Out: Regularized Complete Cycle Consistent Anomaly Detector GAN
Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani +1
This study presents an adversarial method for anomaly detection in real-world applications, leveraging the power of generative adversarial neural networks (GANs) through cycle cons…