Publications

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Md Abdul Kadir; Hasan Md Tusfiqur Alam; Devansh Srivastav; Hans-Jürgen Profitlich; Daniel Sonntag
Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios
In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für …
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project
3/2024.
Md Abdul Kadir; Gowthamkrishna Addluri; Daniel Sonntag
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors
3/2024.
Md Abdul Kadir; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag
A User Interface for Explaining Machine Learning Model Explanations
In: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces …
Md Abdul Kadir; Gowthamkrishna Addluri; Daniel Sonntag
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency
In: Dietmar Seipel; Alexander Steen. German Conference on Artificial Intelligence. Pages 90-97, Lecture Notes in Computer Science, ISBN …
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Daniel Sonntag
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation
In: International Conference on Medical Image Computing and Computer-Assisted Intervention. Medical Image Computing and Computer Assisted Intervention …
Md Abdul Kadir; Amir Mosavi; Daniel Sonntag
Evaluation Metrics for XAI: A Review, Taxonomy, and Practical Applications
In: 2023 IEEE 27th International Conference on Intelligent Engineering Systems (INES). Conference on Intelligent Engineering Systems (INES-2023), July …
Md Abdul Kadir; Fabrizio Nunnari; Daniel Sonntag
Fine-tuning of explainable CNNs for skin lesion classification based on dermatologists' feedback towards increasing trust
2023.
Fabrizio Nunnari; Md Abdul Kadir; Daniel Sonntag
On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images
In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …
Md Abdul Kadir; Md Belayet Chowdhury; Jaber AL Rashid; Shifur Rahman Shakil; Md Khalilur Rhaman
An autonomous industrial robot for loading and unloading goods
In: 2015 International Conference on Informatics, Electronics & Vision (ICIEV). International Conference on Informatics, Electronics & Vision …

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