Teaching a GAN What Not to Learn S Asokan, CS Seelamantula Advances in Neural Information Processing Systems 33, 2020 | 15 | 2020 |
Euler-Lagrange analysis of generative adversarial networks S Asokan, CS Seelamantula Journal of Machine Learning Research 24 (126), 1-100, 2023 | 5 | 2023 |
Data Interpolants--That's What Discriminators in Higher-order Gradient-regularized GANs Are S Asokan, CS Seelamantula arXiv preprint arXiv:2306.00785, 2023 | 3 | 2023 |
GANs Settle Scores! S Asokan, N Shetty, A Srikanth, CS Seelamantula arXiv preprint arXiv:2306.01654, 2023 | 1 | 2023 |
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 | 1 | 2023 |
LSGANs with Gradient Regularizers are Smooth High-dimensional Interpolators S Asokan, CS Seelamantula First Workshop on Interpolation Regularizers and Beyond at NeurIPS 2022, 2022 | 1 | 2022 |
Bridging the Gap Between Coulomb GAN and Gradient-regularized WGAN S Asokan, CS Seelamantula The Symbiosis of Deep Learning and Differential Equations II, 2022 | 1 | 2022 |
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 | | |