Search Results - huan+song

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Multi-Layered Graph Embeddings for Machine Learning
The prevalence of relational data in several real-world applications, e.g., social network analysis, recommendation systems, and neurological modeling has led to crucial advances in machine learning techniques for graph-structured data. This encompasses a wide-range of formulations to mine and gather insights from complex network datasets — node...
Published: 4/5/2023   |   Inventor(s): Uday Shanthamallu, Andreas Spanias, Jayaraman Thiagarajan, Huan Song
Keywords(s): Machine Learning, Networks, IT, Software and Communication, PS-Computing and Information Technology
Category(s): Physical Science, Computing & Information Technology
Deep Kernel Machine Optimization
Background The implementation of deep learning in a wide range of applications has resulted in an ever-increasing complexity of neural network architecture. These network architectures require reconfiguration to support specific applications, particularly in the field of computer vision where an image may contain a variety of objects needing to be...
Published: 2/23/2023   |   Inventor(s): Huan Song, Jayaraman Thiagarajan, Andreas Spanias
Keywords(s): Networks, IT, Software and Communication
Category(s): Computing & Information Technology
Triplet Network with Attention for Speaker Diarization
Background In automatic speech processing systems, speaker diarization is a crucial front-end component for separating speech segments by speaker without a priori knowledge about speaker identities. The first phase of many state-of-the-art diarization techniques involves the conversion of original speech data into representative i-vectors, which are...
Published: 2/23/2023   |   Inventor(s): Huan Song, Visar Berisha, Andreas Spanias, Megan Willi, Jayaraman Thiagarajan
Keywords(s): Networks, IT, Software and Communication
Category(s): Physical Science, Computing & Information Technology
Automated Pain Detection in Pediatric Care
uot;Times New Roman",serif; font-size:12pt">Unmet Need: Continuous pain assessment in infants Continuing advances in intensive care have made it possible for premature infants to survive outside the uterus in Neonatal Intensive Care Unit (NICU) even at very early stages of development. Infants in the NICU may receive an estimated 10-14 painful...
Published: 10/8/2024   |   Inventor(s): Subhanshu Gupta, Huan Hu, Martin Schiavenato
Keywords(s):  
Category(s): Technologies > Health & Well-being > Health-IT, Technologies > Health & Well-being > Medical Devices, Technologies > Energy & Environment > Computer Hardware/Software, Technologies > Energy & Environment > Electrical/Electronics