Interactive Machine Learning

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1. Hannes Kath; Thiago Gouvea; Daniel Sonntag

   Active Learning in Multi-label Classification of Bioacoustic Data

   In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2024: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), …

2. Hannes Kath; Thiago Gouvea; Daniel Sonntag

   A Human-in-the-Loop Tool for Annotating Passive Acoustic Monitoring Datasets\\(Extended Abstract)

   In: Dietmar Seipel; Alexander Steen (Hrsg.). KI 2024: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), …

3. Nils Feldhus; Aliki Anagnostopoulou; Qianli Wang; Milad Alshomary; Henning Wachsmuth; Daniel Sonntag; Sebastian Möller

   Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues

   In: Proceedings of the 2024 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology …

4. Hannes Kath; Patricia P. Serafin; Ivan B. Campos; Thiago Gouvea; Daniel Sonntag

   Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning

   In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial …

5. Aliki Anagnostopoulou; Thiago Gouvea; Daniel Sonntag

   Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMs

   Trustworthy Interactive Decision-Making with Foundation Models Workshop @ IJCAI 2024, 8/2024.

6. Abdulrahman Mohamed Selim; Maurice Rekrut; Michael Barz; Daniel Sonntag

   Speech Imagery BCI Training Using Game with a Purpose

   In: Proceedings of the 2024 International Conference on Advanced Visual Interfaces. International Working Conference on Advanced Visual Interfaces …

7. Abdulrahman Mohamed Selim; Michael Barz; Omair Shahzad Bhatti; Hasan Md Tusfiqur Alam; Daniel Sonntag

   A review of machine learning in scanpath analysis for passive gaze-based interaction

   In: Maria Chiara Caschera (Hrsg.). Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-28, Frontiers Media SA, Avenue du …

8. Daniel Sonntag; Michael Barz; Thiago Gouvea

   A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE)

   Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, DFKI Technical Report, 6/2024.

9. 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 …

10. Ilira Troshani; Thiago Gouvea; Daniel Sonntag

    Wild Data Treasures: Towards Sustainable Practices in Deep Learning for Wildlife Monitoring

    In: CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. CHI Workshop on Sustaining Scalable …

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