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Siddarth Asokan
Siddarth Asokan
Ph.D. Scholar, Indian institute of Science
Verified email at iisc.ac.in - Homepage
Title
Cited by
Cited by
Year
Teaching a GAN What Not to Learn
S Asokan, CS Seelamantula
Advances in Neural Information Processing Systems 33, 2020
152020
Euler-Lagrange analysis of generative adversarial networks
S Asokan, CS Seelamantula
Journal of Machine Learning Research 24 (126), 1-100, 2023
52023
Data Interpolants--That's What Discriminators in Higher-order Gradient-regularized GANs Are
S Asokan, CS Seelamantula
arXiv preprint arXiv:2306.00785, 2023
32023
GANs Settle Scores!
S Asokan, N Shetty, A Srikanth, CS Seelamantula
arXiv preprint arXiv:2306.01654, 2023
12023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training
S Asokan, CS Seelamantula
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
12023
LSGANs with Gradient Regularizers are Smooth High-dimensional Interpolators
S Asokan, CS Seelamantula
First Workshop on Interpolation Regularizers and Beyond at NeurIPS 2022, 2022
12022
Bridging the Gap Between Coulomb GAN and Gradient-regularized WGAN
S Asokan, CS Seelamantula
The Symbiosis of Deep Learning and Differential Equations II, 2022
12022
Momentum-Imbued Langevin Dynamics (MILD) for Faster Sampling
N Shetty, M Bandla, N Neema, S Asokan, CS Seelamantula
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Variational Analysis of Adversarial Regularization for Solving Inverse Problems
AS Bhandiwad, AJ Kamath, S Asokan, CS Seelamantula
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
ELeGANt: An Euler-Lagrange Analysis of Wasserstein Generative Adversarial Networks
S Asokan, CS Seelamantula
The Symbiosis of Deep Learning and Differential Equations III, 2023
2023
On the Optimality of Generative Adversarial Networks — A Variational Perspective
S Asokan
2023
A Game of Snakes and GANs
S Asokan, FS Mohammed, CS Seelamantula
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Supporting Document
S Asokan, CS Seelamantula
Teaching a GAN What Not to Learn (Supplementary Material)
S Asokan, CS Seelamantula
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