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Filtrage par: Mot-clé Deep Learning Supprimer la restriction Mot-clé: Deep Learning

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Résultats de recherche

Efficient and Sustainable Neural Architecture Search

Mot-clé:

Monte Carlo Tree Search, Neural Architecture Search, and Deep Learning

Créateur:

Zhao, Yiyang

Advisor:

Guo, Tian

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-07-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
FSL-LFMG: Few-shot Learning with Augmented Latent Features and Multitasking Generation for Enhancing Multiclass Classification on Tabular Data: Existing and New Concepts

Mot-clé:

Deep Learning, Machine Learning, Autoencoders, New Concept Learning, Multiclass Classification, and Few-shot Learning

Créateur:

Nur, Aviv

Advisor:

Bardeli, Rolf and Ngan, Chun-Kit

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-08-09

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Dynamical Decoder Model for High-Dimensional Neural Data

Mot-clé:

Deep Learning, Hippocampus, and Neural Decoding

Créateur:

Richards, Maceo

Advisor:

Yousefi, Ali

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-06-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Interdisciplinary & Global Studies
Agree to Disagree: Robust Anomaly Detection with Noisy Labels

Mot-clé:

Noisy Labels, Anomaly Detection, and Deep Learning

Créateur:

Hofmann, Dennis

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering

Mot-clé:

Deep Learning, GAN, Optimization, and Gradient Descent-Ascent

Créateur:

DeOliveira, Joshua

Advisor:

Rundensteiner, Elke A.

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Dynamical Systems Approaches for Deep Learning

Mot-clé:

Dynamical Systems, Deep Learning, Machine Learning, and Machine Learning Theory

Créateur:

Kale, Neil

Advisor:

Paffenroth, Randy Clinton

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-22

Resource Type:

Major Qualifying Project
Deep Learning Model for Automating ECG Data Editing for Wearables

Mot-clé:

Machine Learning, Deep Learning, Data Editing, ECG Correction, and IBI

Créateur:

Burdulis, Vincenza, Sardak, Daniel, and Nguyen, Jacob

Advisor:

Islam, Bashima

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-25

Resource Type:

Major Qualifying Project
Machine Learning Analysis of Neuroimaging (MRI) Data to Distinguish Patients with Focal Cortical Dysplasia Type II

Mot-clé:

Deep Learning, MRI, Machine Learning, and Python

Créateur:

Golden, Jonathan and Kandasamy, Vivek

Advisor:

Korkin, Dmitry, Rodriguez, Angela C Incollingo, and Nephew, Benjamin

Éditeur:

Worcester Polytechnic Institute

date créée:

2024-04-25

Resource Type:

Major Qualifying Project
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Mot-clé:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

Créateur:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Éditeur:

Worcester Polytechnic Institute

date créée:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
RAPIDS: Rapid AI Platform for Innovating Data Science

Mot-clé:

High Performance Computing, Data Science, Generative AI, Deep Learning, Big Data, and Machine Learning

Créateur:

Talley, Caleb, Patel, Jai, and Ussrey, Natasha

Advisor:

Liu, Xiaozhong and Heineman, George T.

Éditeur:

Worcester Polytechnic Institute

date créée:

2023-10-25

Resource Type:

Major Qualifying Project

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Collections

PhD Dissertations23
Masters Theses17
Major Qualifying Projects9
Interactive Qualifying Projects2

Year

Year range begin – Year range end

Current results range from 2016 to 2024

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Créateur

Anand, Rohan1
Aung, Arkar Min1
Bai, Lin1
Bargman, Nathan1
Burdulis, Vincenza1
plus Créateurs »

Advisor

Agu, Emmanuel O.2
Bardeli, Rolf1
Beck, Joseph E.1
Calli, Berk1
Capogna, Luca1
plus Advisors »

Contributor

Agu, Emmanuel O.5
Albrecht, Dirk2
Bardeli, Rolf1
Beck, Joseph E.2
Bidigare, Patrick1
plus Contributors »

Project Center

MIT Lincoln Laboratory-Lexington, Massachusetts Project Center - MQP1

Major

Bioinformatics & Computational Biology1
Computer Science5
Electrical & Computer Engineering4
Mathematical Sciences1
Robotics Engineering1

Unit (Department)

Bioinformatics & Computational Biology1
Biomedical Engineering3
Computer Science11
Data Science14
Electrical & Computer Engineering6
plus Unit (Department)s »

Éditeur

Worcester Polytechnic Institute51

Assujettir

Computing5
Energy1
Environment1
Health2
Industry4
plus Assujettirs »

UN SDG

3 - Good Health and Well-being2
8 - Decent Work and Economic Growth2
9 - Industry, Innovation and Infrastructure4
11 - Sustainable Cities and Communities1
13 - Climate Action1
Not Specified1

Type de ressource

Dissertation23
Thesis17
Major Qualifying Project9
Interactive Qualifying Project2

License

https://creativecommons.org/licenses/by/4.0/3
https://creativecommons.org/licenses/by-nc/4.0/2

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