M.Sc. Amrutha Saseendran

Publications:

Trading-off Image Quality for Robustness is not necessary with Deterministic Autoencoders A. Saseendran, K. Skubsch, M. Keuper accepted at NeurIPS 2022.
Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders,
A. Saseendran, K. Skubch, S. Falkner, M. Keuper
Advances in Neural Information Processing Systems 34, 7319-7332, 2021

Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation,
A. Saseendran, K. Skubch, M. Keuper
Proceedings of the IEEE/CVF International Conference on Computer Vision and Pattern Recognition (ICCV), 2021

Patents:

Generator networks for generating images with predetermined counts of objects,
A. Saseendran, K. Skubch, M. Keuper,
US Patent App. 17/445,440