Search Results for author: Shyam Marjit

Found 4 papers, 2 papers with code

DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models

no code implementations27 Feb 2024 Shyam Marjit, Harshit Singh, Nityanand Mathur, Sayak Paul, Chia-Mu Yu, Pin-Yu Chen

In the realm of subject-driven text-to-image (T2I) generative models, recent developments like DreamBooth and BLIP-Diffusion have led to impressive results yet encounter limitations due to their intensive fine-tuning demands and substantial parameter requirements.

Image Generation

CLIPDrawX: Primitive-based Explanations for Text Guided Sketch Synthesis

no code implementations4 Dec 2023 Nityanand Mathur, Shyam Marjit, Abhra Chaudhuri, Anjan Dutta

With the goal of understanding the visual concepts that CLIP associates with text prompts, we show that the latent space of CLIP can be visualized solely in terms of linear transformations on simple geometric primitives like circles and straight lines.

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

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