Publikationen

Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting

In: Springer (Hrsg.). Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. International Conference on …

Muhammad Ali Chattha; Ludger van Elst; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

DeepLSF: Fusing Knowledge and Data for Time Series Forecasting

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. NA, Page NA, IEEE, 2023.

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), …

Hayit Greenspan; Anant Madabhush; Parvin Mousavi; Septimiu Salcudean; James Duncan; Tanveer Syeda-Mahmood; Russell Taylor (Hrsg.)

MICCAI

Medical Image Computing and Computer Assisted Intervention (MICCAI-2023), located at 26th International Conference on Medical Image Computing and …

Farzad Nozarian; Shashank Agarwal; Farzaneh Rezaeianaran; Danish Shahzad; Atanas Poibrenski; Christian Müller; Philipp Slusallek

Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. CVPR Workshop on Learning with Limited …

Ankur Bhatt; Ko Watanabe; Andreas Dengel; Shoya Ishimaru

Appearance-Based Gaze Estimation with Deep Neural Networks: From Data Collection to Evaluation

In: In Proceedings of the 5th International Conference on Activity and Behavior Computing (ABC '23), 2023. International Conference on Activity and …

Agnes Grünerbl; Kai Kunze; Thomas Lachmann; Jamie A Ward; Paul Lukowicz

Ubicomp Tutorial - UbiCHAI - Experimental Methodologies for Cognitive Human Augmentation

In: ISWC '23: Proceedings of the 2023 ACM International Symposium on Wearable Computers. International Joint Conference on Pervasive and Ubiquitous …

Sourajyoti Datta; Muhammad Nabeel Asim; Andreas Dengel; Sheraz Ahmed

NTpred: A robust and precise machine learning framework for in-silico identification of Tyrosine nitration sites in protein sequences

In: Briefings in Functional Genomics, Vol. 18, Pages 1-17, Oxford University Press, 2023.

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.