1 code implementation • 7 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.
no code implementations • 16 Nov 2023 • Aniket Roy, Maiterya Suin, Anshul Shah, Ketul Shah, Jiang Liu, Rama Chellappa
Diffusion models have advanced generative AI significantly in terms of editing and creating naturalistic images.
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.
1 code implementation • CVPR 2023 • Anshul Shah, Aniket Roy, Ketul Shah, Shlok Kumar Mishra, David Jacobs, Anoop Cherian, Rama Chellappa
In this work, we propose a new contrastive learning approach to train models for skeleton-based action recognition without labels.
no code implementations • 11 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.
no code implementations • 17 Dec 2021 • Prithviraj Dhar, Joshua Gleason, Aniket Roy, Carlos D. Castillo, P. Jonathon Phillips, Rama Chellappa
In D&D, we train a teacher network on images from one category of an attribute; e. g. light skintone.
no code implementations • 21 Oct 2021 • Shraman Pramanick, Aniket Roy, Vishal M. Patel
Multimodal learning is an emerging yet challenging research area.
no code implementations • ICCV 2021 • Prithviraj Dhar, Joshua Gleason, Aniket Roy, Carlos D. Castillo, Rama Chellappa
We show the efficacy of PASS to reduce gender and skintone information in descriptors from SOTA face recognition networks like Arcface.