Search Results for author: Aniket Roy

Found 8 papers, 3 papers with code

BRI3L: A Brightness Illusion Image Dataset for Identification and Localization of Regions of Illusory Perception

1 code implementation7 Feb 2024 Aniket Roy, Anirban Roy, Soma Mitra, Kuntal Ghosh

To this end, we generate a large-scale dataset of 22, 366 images (BRI3L: BRightness Illusion Image dataset for Identification and Localization of illusory perception) of the five types of brightness illusions and benchmark the dataset using data-driven neural network based approaches.

Benchmarking

Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization

1 code implementation NeurIPS 2023 Mahyar Fazlyab, Taha Entesari, Aniket Roy, Rama Chellappa

As a result, there has been an increasing interest in developing training procedures that can directly manipulate the decision boundary in the input space.

Cap2Aug: Caption guided Image to Image data Augmentation

no code implementations11 Dec 2022 Aniket Roy, Anshul Shah, Ketul Shah, Anirban Roy, Rama Chellappa

We generate captions from the limited training images and using these captions edit the training images using an image-to-image stable diffusion model to generate semantically meaningful augmentations.

Classification Cross-Domain Few-Shot +3

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