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Sahin Albayrak

Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection

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Mar 24, 2025
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Optimizing AI-Assisted Code Generation

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Dec 14, 2024
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ALPACA -- Adaptive Learning Pipeline for Comprehensive AI

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Dec 14, 2024
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LaFAM: Unsupervised Feature Attribution with Label-free Activation Maps

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Jul 09, 2024
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Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection

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Apr 26, 2024
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Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration

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Jun 15, 2023
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Adaptive Stochastic Optimisation of Nonconvex Composite Objectives

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Nov 21, 2022
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Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives

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Aug 14, 2022
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Optimistic Optimisation of Composite Objective with Exponentiated Update

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Aug 08, 2022
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FABRIC: A Framework for the Design and Evaluation of Collaborative Robots with Extended Human Adaptation

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Apr 05, 2021
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