@inproceedings{MILD24,author={N.~Shetty and M.~Bandla and N.~Neema and Asokan, S. and Seelamantula, C.~S.},booktitle={ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},title={Momentum-imbued Langevin Dynamics (MILD) for Faster Sampling},pages={6635-6639},year={2024},doi={10.1109/ICASSP48485.2024.10446376},}
ICASSP 24
Variational Analysis of Adversarial Regularization for Solving Inverse Problems
A. S. Bhandiwad , A. J. Kamath , S. Asokan , and 1 more author
In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2024
@inproceedings{ARELA24,author={A.~S.~Bhandiwad and A.~J.~Kamath and Asokan, S. and Seelamantula, C.~S.},booktitle={ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},title={Variational Analysis of Adversarial Regularization for Solving Inverse Problems},pages={2525-2529},doi={10.1109/ICASSP48485.2024.10446385},year={2024},}
KDD 24
Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval
S. Yadav , D. Saini , A. Buvanesh , and 6 more authors
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
@article{EMMETT24,author={Yadav, S. and Saini, D. and Buvanesh, A. and Paliwal, B. and Dahiya, K. and Asokan, S. and Prabhu, Y. and Jiao, J. and Varma, M.},journal={Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},title={Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval},year={2024},}
2023
ICASSP 23
A game of snakes and GANs
S. Asokan , F. S. Mohammed , and C. S. Seelamantula
The Proceedings on the IEEE International Conference of Acoustics, Speech and Signal Processing (ICASSP), 2023
@article{SnakeGAN23,author={Asokan, S. and Mohammed, F. S. and Seelamantula, C. S.},journal={The Proceedings on the IEEE International Conference of Acoustics, Speech and Signal Processing (ICASSP)},title={A game of snakes and {GAN}s},year={2023}}
CVPR 23
Spider GANs: Leveraging friendly neighbors to accelerate GAN training
S. Asokan , and C. S. Seelamantula
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
@article{SpiderGAN23,author={Asokan, S. and Seelamantula, C. S.},journal={The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},title={Spider {GANs}: {L}everaging friendly neighbors to accelerate {GAN} training},year={2023},}
JMLR
Euler-Lagrange Analysis of Generative Adversarial Networks
@article{ELeGANt23,author={Asokan, S. and Seelamantula, C. S.},journal={Journal of Machine Learning Research (JMLR)},pages={1--100},title={Euler-Lagrange Analysis of Generative Adversarial Networks},year={2023},}
2020
NeurIPS 20
Teaching a GAN What Not to Learn
S. Asokan , and C. S. Seelamantula
In Advances in Neural Information Processing Systems (NeurIPS) , 2020
@inproceedings{RumiGAN20,author={Asokan, S. and Seelamantula, C.~S.},booktitle={Advances in Neural Information Processing Systems (NeurIPS) },pages={3964--3975},title={Teaching a {GAN} What Not to Learn},url={https://proceedings.neurips.cc/paper/2020/file/29405e2a4c22866a205f557559c7fa4b-Paper.pdf},volume={33},year={2020},}
Workshop Publications and Prepints
2024
CVPRW 24
FoLD: Efficient Fourier-series-based Score Estimation for Langevin Diffusion
S. Asokan , A. Srikanth , N. Shetty , and 1 more author
First Workshop on Efficient and On-Device Generation (EDGE) at CVPR 2024, 2024
@article{FOLD23,author={Asokan, S. and Srikanth, A. and Shetty, N. and Seelamantula, C.~S.},journal={First Workshop on Efficient and On-Device Generation (EDGE) at CVPR 2024},title={{FoLD:} {E}fficient {F}ourier-series-based Score Estimation for {L}angevin Diffusion},year={2024}}
arXiv
CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks
B. Paliwal , D. Saini , M. Dhawan , and 6 more authors
@article{CrossJEM24,title={{CROSS-JEM}: {A}ccurate and Efficient Cross-encoders for Short-text Ranking Tasks},author={Paliwal, B. and Saini, D. and Dhawan, M. and Asokan, S. and Natarajan, N. and Aggarwal, S. and Malhotra, P. and Jiao, J. and Varma, M.},year={2024},eprint={2409.09795},journal={arXiv preprints, arXiv:2409.09795},publisher={arXiv},}
NeurIPSW 24
CROSS-JEM: Accurate and Efficient Cross-encoders for Short-text Ranking Tasks
B. Paliwal , D. Saini , M. Dhawan , and 6 more authors
@article{CrossJEM24NeurIPSW,title={{CROSS-JEM}: {A}ccurate and Efficient Cross-encoders for Short-text Ranking Tasks},author={Paliwal, B. and Saini, D. and Dhawan, M. and Asokan, S. and Natarajan, N. and Aggarwal, S. and Malhotra, P. and Jiao, J. and Varma, M.},year={2024},booktitle={4th workshop on Efficient Natural Language and Speech Processing (ENLSP) at NeurIPS 2023},}
arXiv
Graph Regularized Encoder Training for Extreme Classification
A. Mittal , S. Mohan , D. Saini , and 10 more authors
@misc{RAMEN24,title={Graph Regularized Encoder Training for Extreme Classification},author={Mittal, A. and Mohan, S. and Saini, D. and Asokan, S. and Prabhu, S.~C. and Kumar, L. and Malhotra, P. and Jiao, J. and S., Amit and Agarwal, S. and Chakrabarti, S. and Kar, P. and Varma, M.},year={2024},}
2023
arXiv
GANs Settle Scores!
S. Asokan , N. Shetty , A. Srikanth , and 1 more author
@article{ScoreFloWGANs23,title={{GANs} Settle Scores!},author={Asokan, S. and Shetty, N. and Srikanth, A. and Seelamantula, C. S.},year={2023},eprint={2306.01654},journal={arXiv preprints, arXiv:2306.01654},publisher={arXiv},}
arXiv
Data Interpolants – That’s What Discriminators in Higher-order Gradient-regularized GANs Are
@article{PolyGAN23,title={Data Interpolants -- That's What Discriminators in Higher-order Gradient-regularized {GANs} Are},author={Asokan, S. and Seelamantula, C. S.},year={2023},eprint={2306.00785},journal={arXiv preprints, arXiv:2306.00785},publisher={arXiv},}
NeurIPSW 23
f-GANs Settle Scores!
S. Asokan , N. Shetty , A. Srikanth , and 1 more author
In NeurIPS 2023 Workshop on Diffusion Models , 2023
@inproceedings{RBFCoulombGAN22,title={Bridging the Gap Between {C}oulomb {GAN} and Gradient-regularized {WGAN}},author={Asokan, S. and Seelamantula, C.~S.},booktitle={Proceedings on "The Symbiosis of Deep Learning and Differential Equations - II" at NeurIPS Workshops},year={2022},}
NeurIPSW 22
LSGANs with gradient regularizers are smooth high-dimensional interpolators
S. Asokan , and C. S. Seelamantula
In Proceedings on "INTERPOLATE: First Workshop on Interpolation and Beyond" at NeurIPS Workshops , 2022
@inproceedings{PolyLSGAN22,title={{LSGANs} with gradient regularizers are smooth high-dimensional interpolators},author={Asokan, S. and Seelamantula, C.~S.},booktitle={Proceedings on "INTERPOLATE: First Workshop on Interpolation and Beyond" at NeurIPS Workshops},year={2022},}
Bachelor's Thesis
2017
B.E. Thesis
Smart Parking and Surveillance
A. Jaiprakash , K. R. Motwani , N. Chhabria , and 1 more author
In partial fulfillment for the award of degree of Bachelor of Engineering in Electronics and Communication Engineering, MSRIT , 2017
@inproceedings{SiddarthAsokanBEThesis,title={Smart Parking and Surveillance},author={Jaiprakash, A. and Motwani, K. R. and Chhabria, N. and Asokan, S.},booktitle={partial fulfillment for the award of degree of Bachelor of Engineering in Electronics and Communication Engineering, MSRIT},year={2017},}