Search Results for author: Soumyajit Karmakar

Found 2 papers, 1 papers with code

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

1 code implementation • 31 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

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Convolutional Ensembling based Few-Shot Defect Detection Technique

no code implementations • 5 Aug 2022 • Soumyajit Karmakar, Abeer Banerjee, Prashant Sadashiv Gidde, Sumeet Saurav, Sanjay Singh

Over the past few years, there has been a significant improvement in the domain of few-shot learning.

Anomaly Detection Defect Detection +1

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