Search Results for author: Pranav Balaji

Found 2 papers, 1 papers with code

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders

1 code implementation31 Oct 2023 Srijan Das, Tanmay Jain, Dominick Reilly, Pranav Balaji, Soumyajit Karmakar, Shyam Marjit, Xiang Li, Abhijit Das, Michael S. Ryoo

We explore the appropriate SSL tasks that can be optimized alongside the primary task, the training schemes for these tasks, and the data scale at which they can be most effective.

DeepFake Detection Face Swapping +1

Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning

no code implementations25 Aug 2023 Pranav Balaji, Abhijit Das, Srijan Das, Antitza Dantcheva

This work explores various ways of exploring multi-task learning (MTL) techniques aimed at classifying videos as original or manipulated in cross-manipulation scenario to attend generalizability in deep fake scenario.

Multi-Task Learning

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