Alexander Binder

Associate Professor

Singapore Institute of Technology

Singapore

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Professors in Artificial Intelligence

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Articles (8)

Year:

2023

Year:

2022

Year:

2022

Year:

2022

Year:

2021

Year:

2021

Year:

2020

Year:

2020

Collaborators (4)

Sebastian Lapuschkin

Head of Explainable AI Group

Fraunhofer-Institut für Nachrichtentechnik Heinrich-Hertz-Institut

GERMANY

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Philipp Seegerer

Technische Universität Berlin

GERMANY

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Simon wiedemann

Fraunhofer-Institut für Nachrichtentechnik Heinrich-Hertz-Institut

GERMANY

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Ngai-Man Cheung

Singapore University of Technology and Design

SINGAPORE

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Alexander Binder

Research Interests

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Contact this professor

Articles (8)

Beyond explaining: Opportunities and challenges of XAI-based model improvement

Explain and improve: LRP-inference fine-tuning for image captioning models

To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy

Toward Scalable and Unified Example-Based Explanation and Outlier Detection

Pruning by explaining: A novel criterion for deep neural network pruning

Morphological and molecular breast cancer profiling through explainable machine learning

Resolving challenges in deep learning-based analyses of histopathological images using explanation methods

User Authentication Based on Mouse Dynamics Using Deep Neural Networks: A Comprehensive Study

Collaborators (4)

Sebastian Lapuschkin

Philipp Seegerer

Simon wiedemann

Ngai-Man Cheung

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