Publications

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), …

Ahtisham Fazeel Abbasi; Muhammad Nabeel Asim; Johan Trygg; Andreas Dengel; Sheraz Ahmed

Deep Learning Architectures For the Prediction of YY1-Mediated Chromatin Loops

In: Xuan Guo; Serghei Mangul; Murray Patterson; Alexander Zelikovsky (Hrsg.). Bioinformatics Research and Applications, 19th International Symposium, …

Faiza Mehmood; Rehab Shahzadi; Hina Ghafoor; Muhammad Nabeel Asim; Muhammad Usman Ghani; Waqar Mahmood; Andreas Dengel

EnML: Multi-label Ensemble Learning for Urdu Text Classification

In: ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 22, Pages 1-31, ACM, 9/2023.

Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI

In: Juan Guillermo Diaz Ochoa (Hrsg.). Frontiers in Bioinformatics, Vol. 3, Pages 1-19, Frontiers Media SA, 7/2023.

Daniel Geißler; Bo Zhou; Paul Lukowicz

Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation

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

Noshaba Cheema; Rui Xu; Nam Hee Kim; Perttu Hämäläinen; Vladislav Goliyanik; Marc Habermann; Christian Theobalt; Philipp Slusallek

Discovering Fatigued Movements for Virtual Character Animation

In: Conference Papers. ACM SiggraphAsia (SigAsia-2023), December 12-15, Sydney, Australia, ISBN 979-8-4007-0315-7/23/12, ACM, 2023.

Nijat Mehdiyev; Lea Götz; Johannes Lahann; Peter Fettke

Deep learning-based clustering of processes and their visual exploration: An industry 4.0 use case for small, medium‐sized enterprises

In: Expert Systems (EXSY), Vol. 39, Pages 1-24, Wiley, 2022.

Muhammad El-Hindi; Zheguang Zhao; Carsten Binnig

Publications

Year