Search Results for author: Shraddha M. Naik

Found 2 papers, 1 papers with code

Skew Probabilistic Neural Networks for Learning from Imbalanced Data

1 code implementation10 Dec 2023 Shraddha M. Naik, Tanujit Chakraborty, Abdenour Hadid, Bibhas Chakraborty

This paper introduces an imbalanced data-oriented approach using probabilistic neural networks (PNNs) with a skew normal probability kernel to address this major challenge.

Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art

no code implementations30 Aug 2023 Tanujit Chakraborty, Ujjwal Reddy K S, Shraddha M. Naik, Madhurima Panja, Bayapureddy Manvitha

Since their inception in 2014, Generative Adversarial Networks (GANs) have rapidly emerged as powerful tools for generating realistic and diverse data across various domains, including computer vision and other applied areas.

Cannot find the paper you are looking for? You can Submit a new open access paper.