67 citations · 238 across the 29 of their papers we have counts for
3 papers · 1 filter
Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning
Sameeksha Katoch, Kowshik Thopalli, Jayaraman J. Thiagarajan +2
Exploiting known semantic relationships between fine-grained tasks is critical to the success of recent model agnostic approaches. These approaches often rely on meta-optimization…
Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets
Vivek Sivaraman Narayanaswamy, Sameeksha Katoch, Jayaraman J. Thiagarajan +2
Modern audio source separation techniques rely on optimizing sequence model architectures such as, 1D-CNNs, on mixture recordings to generalize well to unseen mixtures. Specificall…
Analysis and Design of Robust Max Consensus for Wireless Sensor Networks
Gowtham Muniraju, Cihan Tepedelenlioglu, Andreas Spanias
A novel distributed algorithm for estimating the maximum of the node initial state values in a network, in the presence of additive communication noise is proposed. Conventionally,…