Publications (6)
High-quality amorphous Silicon Carbide for hybrid photonic integration at low temperature
Bruno Lopez-Rodriguez, Roald Van Der Kolk, Samarth Aggarwal +9
Integrated photonic platforms have proliferated in recent years, each demonstrating its own unique strengths and shortcomings. However, given the processing incompatibilities of di…
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
Keshav Kolluru, Vaibhav Adlakha, Samarth Aggarwal +2
A recent state-of-the-art neural open information extraction (OpenIE) system generates extractions iteratively, requiring repeated encoding of partial outputs. This comes at a sign…
All-optical temporal integration mediated by subwavelength heat antennas
Yi Zhang, Nikolaos Farmakidis, Ioannis Roumpos +8
Optical computing systems deliver unrivalled processing speeds for scalar operations. Yet, integrated implementations have been constrained to low-dimensional tensor operations tha…
IMoJIE: Iterative Memory-Based Joint Open Information Extraction
Keshav Kolluru, Samarth Aggarwal, Vipul Rathore +2
While traditional systems for Open Information Extraction were statistical and rule-based, recently neural models have been introduced for the task. Our work builds upon CopyAttent…
Goal-driven Command Recommendations for Analysts
Samarth Aggarwal, Rohin Garg, Abhilasha Sancheti +2
Recent times have seen data analytics software applications become an integral part of the decision-making process of analysts. The users of these software applications generate a…
Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning
Alessio Lugnan, Samarth Aggarwal, Frank Brückerhoff-Plückelmann +4
Plastic self-adaptation, nonlinear recurrent dynamics and multi-scale memory are desired features in hardware implementations of neural networks, because they enable them to learn,…