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Utku Ozbulak

Evaluating Visual Explanations of Attention Maps for Transformer-based Medical Imaging

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Mar 12, 2025
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One Patient's Annotation is Another One's Initialization: Towards Zero-Shot Surgical Video Segmentation with Cross-Patient Initialization

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Mar 04, 2025
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Less is More? Revisiting the Importance of Frame Rate in Real-Time Zero-Shot Surgical Video Segmentation

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Feb 28, 2025
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Exploring Patient Data Requirements in Training Effective AI Models for MRI-based Breast Cancer Classification

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Feb 22, 2025
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Identifying Critical Tokens for Accurate Predictions in Transformer-based Medical Imaging Models

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Jan 26, 2025
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Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals

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Jan 26, 2025
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Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?

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Jan 26, 2025
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Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training

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May 23, 2023
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Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data

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Dec 12, 2022
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Exact Feature Collisions in Neural Networks

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May 31, 2022
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