Search Results for author: Senthilnath Jayavelu

Found 4 papers, 1 papers with code

Does Adversarial Oversampling Help us?

no code implementations20 Aug 2021 Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass

Rather than adversarial minority oversampling, we propose an adversarial oversampling (AO) and a data-space oversampling (DO) approach.

Robust classification

DO-GAN: A Double Oracle Framework for Generative Adversarial Networks

no code implementations CVPR 2022 Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, XiaoLi Li

In this paper, we propose a new approach to train Generative Adversarial Networks (GANs) where we deploy a double-oracle framework using the generator and discriminator oracles.

Continual Learning

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