no code implementations • 17 May 2024 • Chuanneng Sun, Songjun Huang, Dario Pompili
In recent years, Large Language Models (LLMs) have shown great abilities in various tasks, including question answering, arithmetic problem solving, and poem writing, among others.
no code implementations • 28 Dec 2021 • Xueyuan Zhao, Mehdi Rahmati, Dario Pompili
New efficient source feature compression solutions are proposed based on a two-stage Walsh-Hadamard Transform (WHT) for Convolutional Neural Network (CNN)-based object classification in underwater robotics.
no code implementations • 3 Aug 2020 • Xueyuan Zhao, Zhuoran Qi, Dario Pompili
Specifically, this configuration learning problem is investigated in an underwater optical communication system with signal processing performance metric of the physical-layer communication throughput.
no code implementations • 3 Apr 2020 • Vidyasagar Sadhu, Saman Zonouz, Dario Pompili
With the increase in use of Unmanned Aerial Vehicles (UAVs)/drones, it is important to detect and identify causes of failure in real time for proper recovery from a potential crash-like scenario or post incident forensics analysis.
no code implementations • 31 Dec 2019 • Xueyuan Zhao, Dario Pompili
DNA methylation profile variations are observed in human cells with the progression of disease stages, and the proposal is based on this DNA methylation variation to classify normal and disease cells including cancer cells.
no code implementations • 28 Jun 2019 • Vidyasagar Sadhu, Teruhisa Misu, Dario Pompili
In this paper, we present a novel multi-task learning based approach that leverages domain-knowledge (maneuver labels) for anomaly detection in driving data.
no code implementations • 29 Apr 2019 • Vidyasagar Sadhu, Gabriel Salles-Loustau, Dario Pompili, Saman Zonouz, Vincent Sritapan
The agents are involved in capturing the images of the scene using their smartphones (or on-board cameras in case of drones) as directed by the MARL algorithm.
Multi-agent Reinforcement Learning reinforcement-learning +1
no code implementations • 21 Apr 2019 • Vidyasagar Sadhu, Saman Zonouz, Vincent Sritapan, Dario Pompili
Furthermore, since privacy is a concern in collaborative filtering, a privacy-preserving method is proposed to derive HCFContext model parameters based on the concepts of homomorphic encryption.
no code implementations • 29 Sep 2017 • Vidyasagar Sadhu, Dario Pompili, Saman Zonouz, Vincent Sritapan
Mobile phones provide an excellent opportunity for building context-aware applications.
no code implementations • 17 Feb 2017 • Mohammad-Parsa Hosseini, Hamid Soltanian-Zadeh, Kost Elisevich, Dario Pompili
To address these challenges, a cloud-based BCI system for the analysis of this big EEG data is presented.
no code implementations • 24 Oct 2016 • Mohammad-Parsa Hosseini, Mohammad-Reza Nazem-Zadeh, Dario Pompili, Kourosh Jafari-Khouzani, Kost Elisevich, Hamid Soltanian-Zadeh
The hippocampus is a seminal structure in the most common surgically-treated form of epilepsy.