34 citations · 46 across the 7 of their papers we have counts for
4 papers · 1 filter
Performance Analysis of Fixed Broadband Wireless Access in mmWave Band in 5G
Soumya Banerjee, Sarada Prasad Gochhayat, Sachin Shetty
An end-to-end fiber-based network holds the potential to provide multi-gigabit fixed access to end-users. However, deploying fiber access, especially in areas where fiber is non-ex…
Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis
Ying Wang, Shashank Jere, Soumya Banerjee +3
Jamming and intrusion detection are critical in 5G research, aiming to maintain reliability, prevent user experience degradation, and avoid infrastructure failure. This paper intro…
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference
Soumya Banerjee, Vinay K. Verma, Avideep Mukherjee +3
Lifelong learning or continual learning is the problem of training an AI agent continuously while also preventing it from forgetting its previously acquired knowledge. Streaming li…
Streaming LifeLong Learning With Any-Time Inference
Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri
Despite rapid advancements in lifelong learning (LLL) research, a large body of research mainly focuses on improving the performance in the existing \textit{static} continual learn…