Publications

Nabeel Khalid; Fabian Schmeisser; Mohammadmahdi Koochali; Mohsin Munir; Christoffer Edlund; Rickard Sjögren; Andreas Dengel; Sheraz Ahmed

Point2Mask: A Weakly Supervised Approach for Cell Segmentation using Point Annotation

In: 2022 Annual Conference on Medical Image Understanding and Analysis. Medical Image Understanding and Analysis (MIUA-2022), July 25-29, Cambridge, United Kingdom, MIUA, 2022.

Mohammad Amin Rezaei; Arman Fathollahi; Sajad Rezaei; Jiefeng Hu; Meysam Gheisarnejad; Ali Reza Teimouri; Rituraj Rituraj; Amirhosein Mosavi; Mohammad-Hassan Khooban

Adaptation of A Real-Time Deep Learning Approach with An Analog Fault Detection Technique for Reliability Forecasting of Capacitor Banks Used in Mobile Vehicles

In: IEEE Access (IEEE), Vol. 10, Pages 132271-132287, IEEE, 12/2022.

Chihiro Maru; Boris Brandherm; Ichiro Kobayashi

Combining Transformer with a Discriminator for Anomaly Detection in Multivariate Time Series

In: 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS). Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems (SCIS&ISIS-2022), November 29 - December 2, Ise, Japan, Pages 1-7, ISBN 978-1-6654-9924-8, IEEE, 11/2022.

Maria Luschkova; Christian Schorr; Tim Dahmen

Synthetic Training Data Generation for Deep Learning-Based Billet Detection in Rolling Mills

In: Proceedings of the International Conference on NDE 4.0. International Conference on NDE 4.0 (NDE 4.0), October 24-27, Berlin, Germany, DGzfP, 2022.

Lorenz Hufe; Eleftherios Avramidis

Experimental Machine Translation of the Swiss German Sign Language via 3D Augmentation of Body Keypoints

In: Proceedings of the Seventh Conference on Machine Translation. Conference on Machine Translation (WMT-22), December 7-8, Abu Dhabi, United Arab Emirates, Pages 983-988, Association for Computational Linguistics, 12/2022.

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, Washington, DC, USA, AAAI Press, 2/2023.

Simon Jungbluth; Nigora Gafur; Jens Popper; Vassilios Yfantis; Martin Ruskowski

Reinforcement Learning-based Scheduling of a Job-Shop Process with Distributedly Controlled Robotic Manipulators for Transport Operations

In: IFAC-PapersOnLine, Vol. 55, No. 2, Pages 156-162, Elsevier, 2022.

Ahmed Abadulla Ashlam; Atta Badii; Frederic Theodor Stahl

Multi-Phase Algorithmic Framework to Prevent SQL Injection Attacks using Improved Machine learning and Deep learning to Enhance Database security in Real-time

In: 2022 15th International Conference on Security of Information and Networks (SIN). International Conference on Security of Information and Networks (SIN-2022), November 11-13, Sousse, Tunisia, Pages 1-4, IEEE Xplore, Piscataway Township, New Jersey, 12/2022.

Stefan Bloemheuvel; Jurgen van den Hoogen; Dario Jozinovic; Alberto Michelini; Martin Atzmueller

Rapid prediction of ground shaking intensity with Graph Neural Networks

In: Proceedings of the Third European Conference on Earthquake Engineering and Seismology -- 3ECEES. European Conference on Earthquake Engineering and Seismology (3ECEES-2022), PUBLISHING Conspress & editors, 2022.

Ammar Memari; Van Coung Dam; Lars Nolle

Deep Learning for Detecting Tilt Angle and Orientation of Photovoltaic Panels on Satellite Imagery

In: Artificial Intelligence XXXIX - 42nd SGAI International Conference on Artificial Intelligence, AI 2022 - Proceedings. SGAI International Conference on Artificial Intelligence (AI-2022), December 13-15, Cambridge, United Kingdom, Lecture Notes in Artificial Intelligence (LNAI), Vol. 13652, Springer Nature Switzerland AG, Cham, 12/2022.