Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Varshney, Sakshi"'
Humans learn continually throughout their lifespan by accumulating diverse knowledge and fine-tuning it for future tasks. When presented with a similar goal, neural networks suffer from catastrophic forgetting if data distributions across sequential
Externí odkaz:
http://arxiv.org/abs/2209.07712
Autor:
Gupta, Mohini, Varshney, Sakshi
Publikováno v:
South Asian Journal of Business Studies, 2021, Vol. 12, Issue 4, pp. 473-500.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/SAJBS-02-2021-0056
We present a continual learning approach for generative adversarial networks (GANs), by designing and leveraging parameter-efficient feature map transformations. Our approach is based on learning a set of global and task-specific parameters. The glob
Externí odkaz:
http://arxiv.org/abs/2103.04032
Adversarial examples are fabricated examples, indistinguishable from the original image that mislead neural networks and drastically lower their performance. Recently proposed AdvGAN, a GAN based approach, takes input image as a prior for generating
Externí odkaz:
http://arxiv.org/abs/1908.00706
Autor:
Varshney, Sakshi1 (AUTHOR), Arora, Suryansh1 (AUTHOR) drsuryansharora@gmail.com, Swarnkar, Mayank1 (AUTHOR), Gaur, Gaurav1 (AUTHOR), Prasad, Akhila1 (AUTHOR), Taneja, Anil1 (AUTHOR)
Publikováno v:
Indian Journal of Otolaryngology & Head & Neck Surgery. Jun2023, Vol. 75 Issue 2, p1241-1244. 4p.
Publikováno v:
JK Practitioner. 2022 Supplement, Vol. 27, p56-62. 7p.
Publikováno v:
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
Humans learn continually throughout their lifespan by accumulating diverse knowledge and fine-tuning it for future tasks. When presented with a similar goal, neural networks suffer from catastrophic forgetting if data distributions across sequential
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9643004873576fc64e34e9b876518af3
https://doi.org/10.1109/wacv56688.2023.00237
https://doi.org/10.1109/wacv56688.2023.00237
Publikováno v:
In Microbial Symbionts 2023:39-55
Autor:
Varshney, Sakshi, Srivastava, Purwa
Publikováno v:
NMIMS Management Review; December 2023, Vol. 31 Issue: 4 p229-239, 11p
Publikováno v:
Journal of International Commerce, Economics & Policy; Jun2023, Vol. 14 Issue 2, p1-18, 18p