215 citations · 280 across the 9 of their papers we have counts for
10 papers
LexLattice: Multilingual Extractive Summarization via Neural Cellular Automata on Document Hierarchies
Sujay Uday Rittikar, Sheela Ramanna
Faithfulness is a central concern in legal text summarization, which motivates extractive approaches that select verbatim content traceable to its source. Such methods typically ra…
Using Machine Learning to Improve Neutron Identification in Water Cherenkov Detectors
Blair Jamieson, Matt Stubbs, Sheela Ramanna +5
Water Cherenkov detectors like Super-Kamiokande, and the next generation Hyper-Kamiokande are adding gadolinium to their water to improve the detection of neutrons. By detecting ne…
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
Recently, the EAGL-I system was developed to rapidly create massive labeled datasets of plants intended to be commonly used by farmers and researchers to create AI-driven solutions…
Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data
Sheela Ramanna, Danila Morozovskii, Sam Swanson +1
The tools and technology that are currently used to analyze chemical compound structures that identify polymer types in microplastics are not well-calibrated for environmentally we…
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions
Anil Rahate, Rahee Walambe, Sheela Ramanna +1
Multimodal deep learning systems which employ multiple modalities like text, image, audio, video, etc., are showing better performance in comparison with individual modalities (i.e…
Polynomial degree reduction in the -norm on a symmetric interval for the canonical basis
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
In this paper, we develop a direct formula for determining the coefficients in the canonical basis of the best polynomial of degree that approximates a polynomial of degree $N>…