Zobrazeno 1 - 10
of 3 307
pro vyhledávání: '"Vedantam, A."'
Autor:
Wang, Kai, Li, Zekai, Cheng, Zhi-Qi, Khaki, Samir, Sajedi, Ahmad, Vedantam, Ramakrishna, Plataniotis, Konstantinos N, Hauptmann, Alexander, You, Yang
Dataset distillation has demonstrated strong performance on simple datasets like CIFAR, MNIST, and TinyImageNet but struggles to achieve similar results in more complex scenarios. In this paper, we propose EDF (emphasizes the discriminative features)
Externí odkaz:
http://arxiv.org/abs/2410.17193
Autor:
Kirichenko, Polina, Ibrahim, Mark, Balestriero, Randall, Bouchacourt, Diane, Vedantam, Ramakrishna, Firooz, Hamed, Wilson, Andrew Gordon
Data augmentation (DA) encodes invariance and provides implicit regularization critical to a model's performance in image classification tasks. However, while DA improves average accuracy, recent studies have shown that its impact can be highly class
Externí odkaz:
http://arxiv.org/abs/2401.01764
Dataset distillation extracts a small set of synthetic training samples from a large dataset with the goal of achieving competitive performance on test data when trained on this sample. In this work, we tackle dataset distillation at its core by trea
Externí odkaz:
http://arxiv.org/abs/2311.07025
Autor:
Dancette, Corentin, Whitehead, Spencer, Maheshwary, Rishabh, Vedantam, Ramakrishna, Scherer, Stefan, Chen, Xinlei, Cord, Matthieu, Rohrbach, Marcus
Despite advances in Visual Question Answering (VQA), the ability of models to assess their own correctness remains underexplored. Recent work has shown that VQA models, out-of-the-box, can have difficulties abstaining from answering when they are wro
Externí odkaz:
http://arxiv.org/abs/2306.08751
Visual and linguistic concepts naturally organize themselves in a hierarchy, where a textual concept "dog" entails all images that contain dogs. Despite being intuitive, current large-scale vision and language models such as CLIP do not explicitly ca
Externí odkaz:
http://arxiv.org/abs/2304.09172
Autor:
Abraham, Ananth P., Manesh, Abi, Regi, Soumya, Michael, Joy S., Kumar, R Hemanth, Thomas, Meera, Cherian, Lisa Mary, Varghese, Lalee, Kurien, Regi, Moorthy, Ranjith K., Nair, Bijesh Ravindran, Rajshekhar, Vedantam, Rupa, Vedantam
Publikováno v:
In World Neurosurgery: X July 2024 23
Autor:
Ananth P. Abraham, Abi Manesh, Soumya Regi, Joy S. Michael, R Hemanth Kumar, Meera Thomas, Lisa Mary Cherian, Lalee Varghese, Regi Kurien, Ranjith K. Moorthy, Bijesh Ravindran Nair, Vedantam Rajshekhar, Vedantam Rupa
Publikováno v:
World Neurosurgery: X, Vol 23, Iss , Pp 100387- (2024)
Objective: To describe clinicoradiological features and surgical outcomes in a series of nine patients with rhino-orbito-cerebral mucormycosis (ROCM) who presented with Pott's puffy tumor (ROCM-PPT) Methods: The records of nine patients with ROCM-PPT
Externí odkaz:
https://doaj.org/article/ab52f9d0431348c5a4472ba2757648a7
Autor:
Irshad Ali Sheikh, Jared Bianchi-Smak, Daniel Laubitz, Gabriele Schiro, Monica T. Midura-Kiela, David G. Besselsen, Gayatri Vedantam, Sara Jarmakiewicz, Rafał Filip, Fayez K. Ghishan, Nan Gao, Pawel R. Kiela
Publikováno v:
Gut Microbes, Vol 16, Iss 1 (2024)
ABSTRACTAlthough the role of the intestinal microbiota in the pathogenesis of inflammatory bowel disease (IBD) is beyond debate, attempts to verify the causative role of IBD-associated dysbiosis have been limited to reports of promoting the disease i
Externí odkaz:
https://doaj.org/article/1f11d92deb564e249b4081fe68ea04d4
Autor:
Aliya jabeen Syed, Badusha Mohammad, Praveen Kumar Lakinena, Venkata Vedantam, S Bhanu Prakash
Publikováno v:
Journal of Clinical and Diagnostic Research, Vol 18, Iss 01, Pp 01-06 (2024)
Introduction: The emergence of Coronavirus Disease-2019 (COVID-19) caught the world by surprise, leading to a widespread global pandemic that has had profound and distressing effects on various levels. Its impact has been far-reaching, causing se
Externí odkaz:
https://doaj.org/article/a288340f07644aaeb5c13da7bff03e40
Autor:
Lalee Varghese, Regi Kurien, Lisa Mary Cherian, Grace Rebekah, Soumya Regi, Daniel Sathiya Sundaram Selvaraj, Kundavaram Paul Prabhakar Abhilash, Meera Thomas, Joy Sarojini Michael, George M. Varghese, Vedantam Rupa
Publikováno v:
Turkish Archives of Otorhinolaryngology, Vol 61, Iss 4, Pp 175-182 (2023)
Objective: Early surgical debridement is vital for favorable outcomes in acute invasive fungal sinusitis (AIFS). Our study aimed to propose guidelines with tailored, conservative surgical procedures based on areas of involvement and evaluate their us
Externí odkaz:
https://doaj.org/article/567602845c8e4f12b7e63fbf3b74168e