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Filtrado por: Palabra clave Deep Learning Collections Major Qualifying Projects

1. Dynamical Systems Approaches for Deep Learning

Palabra clave:: Dynamical Systems, Deep Learning, Machine Learning, and Machine Learning Theory
Creador:: Kale, Neil
Advisor:: Paffenroth, Randy Clinton
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2024-04-22
Resource Type:: Major Qualifying Project

2. Deep Learning Model for Automating ECG Data Editing for Wearables

Palabra clave:: Machine Learning, Deep Learning, Data Editing, ECG Correction, and IBI
Creador:: Burdulis, Vincenza, Sardak, Daniel, and Nguyen, Jacob
Advisor:: Islam, Bashima
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2024-04-25
Resource Type:: Major Qualifying Project

3. Machine Learning Analysis of Neuroimaging (MRI) Data to Distinguish Patients with Focal Cortical Dysplasia Type II

Palabra clave:: Deep Learning, MRI, Machine Learning, and Python
Creador:: Golden, Jonathan and Kandasamy, Vivek
Advisor:: Korkin, Dmitry, Rodriguez, Angela C Incollingo, and Nephew, Benjamin
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2024-04-25
Resource Type:: Major Qualifying Project

4. RAPIDS: Rapid AI Platform for Innovating Data Science

Palabra clave:: High Performance Computing, Data Science, Generative AI, Deep Learning, Big Data, and Machine Learning
Creador:: Talley, Caleb, Patel, Jai, and Ussrey, Natasha
Advisor:: Liu, Xiaozhong and Heineman, George T.
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2023-10-25
Resource Type:: Major Qualifying Project

5. Learning Debiased Representations for Long-Tailed Visual Recognition

Palabra clave:: Imbalanced Learning, Machine Learning, and Deep Learning
Creador:: Lam, Prudence
Advisor:: Zhang, Ziming
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2023-05-06
Resource Type:: Major Qualifying Project

6. Deep Learning for Reflected Backwards Stochastic Differential Equations

Palabra clave:: Mathematical Finance, Stochastic Differential Equation, and Deep Learning
Creador:: Miller, Frederick
Advisor:: Sturm, Stephan
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2023-03-23
Resource Type:: Major Qualifying Project

7. Developing Robotic Solutions for the Recycling Industry V.3

Palabra clave:: Object Detection, Waste Sorting, Environmental Robotics, Human Robot Interaction, Deep Learning, and Recycling
Creador:: Wach, Lauren, Bargman, Nathan, Tulig, Conrad, Fichtner, Kaitlyn, Ruping, Garett, and Marquette, Mary
Advisor:: Rudolph, Jennifer, Calli, Berk, and Wodin-Schwartz, Sarah Jane
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2022-04-27
Resource Type:: Major Qualifying Project

8. Evaluating Energy Efficiency of GPUs using Machine Learning Benchmarks

Palabra clave:: GPU, Energy Efficient, Machine Learning, Transformer, and Deep Learning
Creador:: Foster, Brett
Advisor:: Taneja, Shubbhi
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2022-04-28
Resource Type:: Major Qualifying Project

9. IndexPen: Two-Finger Text Input with Millimeter-Wave Radar

Palabra clave:: Real-time Signal Processing, Deep Learning, Transfer Learning, Mobile Computing and Human Computer Interaction, Radio Frequency(RF) signal, and Embedded System
Creador:: Wei, Haowen
Advisor:: Solovey, Erin and Pahlavan, Kaveh
Editor:: Worcester Polytechnic Institute
Fecha de Creacion:: 2021-11-17
Resource Type:: Major Qualifying Project