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Paul Fieguth

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EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements

Dec 20, 2023
Xin Xu, Jinman Park, Paul Fieguth

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Challenges for Predictive Modeling with Neural Network Techniques using Error-Prone Dietary Intake Data

Nov 15, 2023
Dylan Spicker, Amir Nazemi, Joy Hutchinson, Paul Fieguth, Sharon I. Kirkpatrick, Michael Wallace, Kevin W. Dodd

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Memory-Efficient Continual Learning Object Segmentation for Long Video

Sep 26, 2023
Amir Nazemi, Mohammad Javad Shafiee, Zahra Gharaee, Paul Fieguth

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A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset

Jul 19, 2023
Zahra Gharaee, ZeMing Gong, Nicholas Pellegrino, Iuliia Zarubiieva, Joakim Bruslund Haurum, Scott C. Lowe, Jaclyn T. A. McKeown, Chris C. Y. Ho, Joschka McLeod, Yi-Yun C Wei, Jireh Agda, Sujeevan Ratnasingham, Dirk Steinke, Angel X. Chang, Graham W. Taylor, Paul Fieguth

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Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images

Jul 04, 2023
Marian Boktor, James E. D. Tweel, Benjamin R. Ecclestone, Jennifer Ai Ye, Paul Fieguth, Parsin Haji Reza

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Virtual Histology with Photon Absorption Remote Sensing using a Cycle-Consistent Generative Adversarial Network with Weakly Registered Pairs

Jun 26, 2023
James E. D. Tweel, Benjamin R. Ecclestone, Marian Boktor, James Alexander Tummon Simmons, Paul Fieguth, Parsin Haji Reza

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Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?

Jun 02, 2023
Jinman Park, Francois Barnard, Saad Hossain, Sirisha Rambhatla, Paul Fieguth

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CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning

Apr 09, 2023
Amir Nazemi, Zeyad Moustafa, Paul Fieguth

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Machine Learning Challenges of Biological Factors in Insect Image Data

Nov 04, 2022
Nicholas Pellegrino, Zahra Gharaee, Paul Fieguth

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