128 citations · 139 across the 12 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.IT2021★ 2 cited
Construction of Spectrally-Null-Constrained Zero-Correlation Zone Sequences with Flexible Support
Nishant Kumar, Palash Sarkar, Sudhan Majhi
In recent years, traditional zero-correlation zone (ZCZ) sequences are being studied due to support interference-free quasi-synchronous code division multiple access (QS-CDMA) syst…
cs.LG2021★ 5 cited
InFlow: Robust outlier detection utilizing Normalizing Flows
Nishant Kumar, Pia Hanfeld, Michael Hecht +3
Normalizing flows are prominent deep generative models that provide tractable probability distributions and efficient density estimation. However, they are well known to fail while…
cs.LG2021★ 128 cited
Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey
Nishant Kumar, Martin Raubal
Detecting, predicting, and alleviating traffic congestion are targeted at improving the level of service of the transportation network. With increasing access to larger datasets of…