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Frequency Dropout: Feature-Level Regularization via Randomized Filtering


Sep 20, 2022
Mobarakol Islam, Ben Glocker

* 15 pages 

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Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores


Jul 20, 2022
Zeju Li, Konstantinos Kamnitsas, Mobarakol Islam, Chen Chen, Ben Glocker

* Accepted at MICCAI 2022 

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Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration


Jul 18, 2022
Bohua Peng, Mobarakol Islam, Mei Tu

* 13 pages 

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Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need


Jul 07, 2022
An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

* 10 pages, MICCAI2022 

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Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches


Jun 30, 2022
Mengya Xu, Mobarakol Islam, Hongliang Ren

* 10 pages 

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Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer


Jun 26, 2022
Lalithkumar Seenivasan, Mobarakol Islam, Adithya K Krishna, Hongliang Ren

* Code: https://github.com/lalithjets/Surgical_VQA.git 

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Class Balanced PixelNet for Neurological Image Segmentation


Apr 23, 2022
Mobarakol Islam, Hongliang Ren


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