Interaktives Maschinelles Lernen

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1. Hasan Md Tusfiqur Alam; Tim Maurer; Abdulrahman Mohamed Selim; Matthias Eiletz; Michael Barz; Daniel Sonntag

   Asynchronous federated learning for web-based OCT image analysis

   In: Journal of Medical Imaging (JMI), Vol. 13, No. 1, Pages 014501-014501, Society of Photo-Optical Instrumentation Engineers, 1/2026.

2. Huy M. Le; Ba Dat Nguyen; Ngan T. T. Vo; Tuan D. Q. Nguyen; Nguyen Binh Le; Ho Minh Duy Nguyen; Daniel Sonntag; Lizi Liao; Binh T. Nguyen

   Reinforce Trustworthiness in Multimodal Emotional Support System

   In: The 40th Annual AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2026), January 20-27, Singapore, AAAI Press, 2026.

3. Cuong Tran Van; Trong-Thang Pham; Ngoc-Son Nguyen; Ho Minh Duy Nguyen; Hong Anh Le

   DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction

   In: Transactions on Machine Learning Research (TMLR), Vol. 12/2025, Pages 1-12, Transactions on Machine Learning Research, 2026.

4. Taisei Hanyu; Nhat Chung; Huy Le; Toan Nguyen; Yuki Ikebe; Anthony Gunderman; Ho Minh Duy Nguyen; Khoa Vo; Tung Kieu; Kashu Yamazaki; Chase Rainwater; Anh Nguyen; Ngan Le

   Slotvla: Towards modeling of object-relation representations in robotic manipulation

   In: Proceedings of ICRA 2026. IEEE International Conference on Robotics and Automation (ICRA-2026), ICRA, 2026.

5. Ho Minh Duy Nguyen; Trung Nguyen; Ha Thi Hong Le; Mai Thanh Nhat Truong; TrungTin Nguyen; Nhat Ho; Khoa D Doan; Duy Duong-Tran; Li Shen; Daniel Sonntag; James Zou; Mathias Niepert; Hyojin Kim; Jonathan E Allen

   FACET: A Fragment-Aware Conformer Ensemble Transformer

   In: Proceedings of ICLR 2026. International Conference on Learning Representations (ICLR-2026), ICLR, 2026.

6. Nhat Chung; Taisei Hanyu; Toan Nguyen; Huy Le; Frederick Bumgarner; Ho Minh Duy Nguyen; Khoa Vo; Kashu Yamazaki; Chase Rainwater; Tung Kieu; Anh Nguyen; Ngan Le

   Rethinking progression of memory state in robotic manipulation: An object-centric perspective

   In: Proceedings of AAAI 2026. AAAI Conference on Artificial Intelligence (AAAI-2026), AAAI, 2026.

7. Ho Minh Duy Nguyen; Nghiem T. Diep; Trung Nguyen; Hoang-Bao Le; Tai Nguyen; Tien Nguyen; TrungTin Nguyen; Nhat Ho; Pengtao Xie; Roger Wattenhofer; James Zou; Daniel Sonntag; Mathias Niepert

   ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models

   In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS). Neural Information Processing Systems (NeurIPS-2025), December 2-12, USA, Advances in Neural Information Processing Systems, 12/2025.

8. Tuan Tran; Ho Minh Duy Nguyen; Hoai-Chau Tran; Michael Barz; Khoa D. Doan; Roger Wattenhofer; Ngo Anh Vien; Mathias Niepert; Daniel Sonntag; Paul Swoboda

   How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?

   In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS). Neural Information Processing Systems (NeurIPS-2025), December 2-12, USA, Advances in Neural Information Processing Systems, 12/2025.

9. Sara-Jane Bittner; Michael Barz; Daniel Sonntag

   Eliciting Multimodal Approaches for Machine Learning--Assisted Photobook Creation

   In: Carmelo Ardito; Simone Diniz Junqueira Barbosa; Tayana Conte; André Freire; Isabela Gasparini; Philippe Palanque; Raquel Prates (Hrsg.). Human-Computer Interaction -- INTERACT 2025. IFIP Conference on Human-Computer Interaction (INTERACT-2025), 20th IFIP TC 13 International Conference, Belo Horizonte, Brazil, September 8–12, 2025, Proceedings, Part II, September 8-12, Belo Horizonte, Brazil, Pages 576-601, ISBN 978-3-032-05002-1, Springer Nature Switzerland, 9/2025.

10. László Kopácsi; Albert Klimenko; Abdulrahman Mohamed Selim; Michael Barz; Daniel Sonntag

    Gaze-Based Menu Navigation in Virtual Reality: A Comparative Study of Layouts and Interaction Techniques

    In: Carmelo Ardito; Simone Diniz Junqueira Barbosa; Tayana Conte; André Freire; Isabela Gasparini; Philippe Palanque; Raquel Prates (Hrsg.). Human-Computer Interaction -- INTERACT 2025. IFIP Conference on Human-Computer Interaction (INTERACT-2025), 20th IFIP TC 13 International Conference, Belo Horizonte, Brazil, September 8–12, 2025, Proceedings, Part I, September 8-12, Belo Horizonte, Brazil, Page 24, ISBN 978-3-032-04999-5, Springer Nature Switzerland, 9/2025.

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