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Ghassan AlRegib

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Perceptual Quality-based Model Training under Annotator Label Uncertainty

Mar 15, 2024
Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib

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FOCAL: A Cost-Aware Video Dataset for Active Learning

Nov 17, 2023
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami

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Clinical Trial Active Learning

Jul 20, 2023
Zoe Fowler, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib

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Clinically Labeled Contrastive Learning for OCT Biomarker Classification

May 24, 2023
Kiran Kokilepersaud, Stephanie Trejo Corona, Mohit Prabhushankar, Ghassan AlRegib, Charles Wykoff

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Exploiting the Distortion-Semantic Interaction in Fisheye Data

May 06, 2023
Kiran Kokilepersaud, Mohit Prabhushankar, Yavuz Yarici, Ghassan AlRegib, Armin Parchami

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Probing the Purview of Neural Networks via Gradient Analysis

Apr 12, 2023
Jinsol Lee, Charlie Lehman, Mohit Prabhushankar, Ghassan AlRegib

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Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation

Feb 24, 2023
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib

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Gaussian Switch Sampling: A Second Order Approach to Active Learning

Feb 16, 2023
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona

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Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks

Feb 11, 2023
Mohit Prabhushankar, Ghassan AlRegib

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