Skip to main content Skip to main navigation

Interactive Machine Learning

Publications

Page 1 of 17.

  1. 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), …

  2. 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), …

  3. 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), …

  4. 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 …

  5. Mahsa Gholami; Elham Ghanbari-Adivi; Mohammad Ehteram; Vijay P. Singh; Ali Najah Ahmed; Amirhosein Mosavi; Ahmed El-Shafie

    Predicting longitudinal dispersion coefficient using ensemble models and optimized multi-layer perceptron models

    In: Ain Shams Engineering Journal (ASEJ), Vol. 10, Pages 2253-2277, Elsevier, 4/2023.

  6. 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 …

  7. Ho Minh Duy Nguyen; Hoang Nguyen; Mai T. N. Truong; Tri Cao; Binh T. Nguyen; Nhat Ho; Paul Swoboda; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag

    Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering

    In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-2023). AAAI Conference on Artificial Intelligence (AAAI), February 7-14, …

  8. Tao Hai; Biju Theruvil Sayed; Ali Majdi; Jincheng Zhou; Rafid Sagban; Shahab S. Band; Amirhosein Mosavi

    An integrated GIS-based multivariate adaptive regression splines-cat swarm optimization for improving the accuracy of wildfire susceptibility mapping

    In: Geocarto International, Vol. 38, No. 1, 2167005, Pages 1-25, Taylor & Francis, 2023.

  9. Hengameh Mirhashemi; Mehdi Heydari; Omid Karami; Kourosh Ahmadi; Amirhosein Mosavi

    Modeling Climate Change Effects on the Distribution of Oak Forests with Machine Learning

    In: Forests, Vol. 14, No. 3, Pages 13220-13233, MDPI, 2023.

Contact

Office:

Phone: +49 441 99833 7440 (Oldenburg)
Phone: +49 681 85775 5320 (Saarbrücken)

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
DFKI Niedersachsen
Interactive Machine Learning
Marie-Curie-Straße 1
26129 Oldenburg
Germany

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
Interactive Machine Learning
Stuhlsatzenhausweg 3
Saarland Informatics Campus, Geb. D3 2
66123 Saarbrücken
Germany