Interactive Machine Learning

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1. Hamed Tabrizchi; Jafar Razmara; Amirhosein Mosavi

   Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM

   In: Energy Reports, Vol. 9, Pages 2253-2268, Elsevier, 12/2023.

2. Ho Minh Duy Nguyen; Hoang Nguyen; Nghiem T. Diep; Tan Pham; Tri Cao; Binh T. Nguyen; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert

   LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching

   In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …

3. Ho Minh Duy Nguyen; Tan Pham; Nghiem Tuong Diep; Nghi Phan; Quang Pham; Vinh Tong; Binh T. Nguyen; Ngan Hoang Le; Nhat Ho; Pengtao Xie; Daniel Sonntag; Mathias Niepert

   On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation

   In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …

4. Christoph Albert Johns; Michael Barz; Daniel Sonntag

   Interactive Link Prediction as a Downstream Task for Foundational GUI Understanding Models

   In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2023: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2023), …

5. Hannes Kath; Bengt Lüers; Thiago S. Gouvêa; Daniel Sonntag

   Lost in Dialogue: A Review and Categorisation of Current Dialogue System Approaches and Technical Solutions

   In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2023: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2023), …

6. Aliki Anagnostopoulou; Mareike Hartmann; Daniel Sonntag

   Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory

   In: Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP). ACL Workshop on Simple and Efficient Natural …

7. László Kopácsi; Benjámin Baffy; Gábor Baranyi; Joul Skaf; Gábor Sörös; Szilvia Szeier; András Lőrincz; Daniel Sonntag

   Cross-Viewpoint Semantic Mapping: Integrating Human and Robot Perspectives for Improved 3D Semantic Reconstruction

   In: Sensors - Open Access Journal (Sensors), Vol. 23, No. 11, Pages 1-17, MDPI, 5/2023.

8. Enrico Bunde; Daniel Eisenhardt; Daniel Sonntag; Hans-Jürgen Profitlich; Christian Meske

   Giving DIAnA More TIME – Guidance for the Design of XAI-Based Medical Decision Support Systems

   In: 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023. International Conference on Design …

9. Daniel Sonntag

   Avoid Predatory Journals

   In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für …

10. Hannes Kath; Bengt Lüers; Thiago Gouvea; Daniel Sonntag

    A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models

    DFKI, DFKI Research Reports (RR), Vol. 2305.15353v1, 5/2023.

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