5 citations · 9 across the 4 of their papers we have counts for
4 papers
Explainability in Generative Medical Diffusion Models: A Faithfulness-Based Analysis on MRI Synthesis
Surjo Dey, Pallabi Saikia
This study investigates the explainability of generative diffusion models in the context of medical imaging, focusing on Magnetic resonance imaging (MRI) synthesis. Although diffus…
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features
Pallabi Saikia, Dhwani Dholaria, Priyanka Yadav +2
Deepfakes are the synthesized digital media in order to create ultra-realistic fake videos to trick the spectator. Deep generative algorithms, such as, Generative Adversarial Netwo…
Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach
Pallabi Saikia, Kshitij Gundale, Ankit Jain +3
Detection of fake news is crucial to ensure the authenticity of information and maintain the news ecosystems reliability. Recently, there has been an increase in fake news content…
A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends
Saptarshi Sengupta, Sanchita Basak, Pallabi Saikia +5
Deep learning has solved a problem that as little as five years ago was thought by many to be intractable - the automatic recognition of patterns in data; and it can do so with acc…