Towards Unsupervised Anomaly Detection and Clustering of Defects in Electrode Surface Inspection

Pouls, Kevin; Hamid, Sagad; Sensmeier, Leonard; Eiling, Fabian; Menne, Jan; Oehme, Mathias; Pfeifer, Max; Ridder, Fabian; Tepe, Mika; Braun, Tanya (2026)

In: (eds.), Proceedings of the 20th CIRP Conference on Intelligent Computation in Manufacturing Engineering 202620th CIRP Conference on Intelligent Computation in Manufacturing Engineering 2026, 8-10 July, 2026, Naples, Italy. PROCEDIA.

Research article in digital collection (conference) | Peer reviewed | accepted / in press (not yet published)

Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress

Hamid, Sagad; Braun, Tanya (2025)

In: arXiv:2503.08786.

Research article in digital collection | Preprint | Peer reviewed | Published

Efficient Morphing of Shape-preserving Star Coordinates

Molchanov V, Hamid S, Linsen L (2020)

In: (eds.), 2020 IEEE Pacific Visualization Symposium (PacificVis), 136-145. .

Research article in edited proceedings (conference) | Peer reviewed | online first

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Towards Unsupervised Anomaly Detection and Clustering of Defects in Electrode Surface Inspection Pouls, Kevin; Hamid, Sagad; Sensmeier, Leonard; Eiling, Fabian; Menne, Jan; Oehme, Mathias; Pfeifer, Max; Ridder, Fabian; Tepe, Mika; Braun, Tanya (2026) In: (eds.), Proceedings of the 20th CIRP Conference on Intelligent Computation in Manufacturing Engineering 202620th CIRP Conference on Intelligent Computation in Manufacturing Engineering 2026, 8-10 July, 2026, Naples, Italy. PROCEDIA. Research article in digital collection (conference) \| Peer reviewed \| accepted / in press (not yet published)
A Probabilistic Circuit Framework for Interpretable Graph PU Learning Hamid, Sagad; Lee, Dohoo; Kong, Myeong; Braun, Tanya; Yoo, Jaemin (2026) In: (eds.), UAI-26 Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence. (kein Verlag angegeben). Research article in edited proceedings (conference) \| Peer reviewed \| accepted / in press (not yet published)
Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress Hamid, Sagad; Braun, Tanya (2025) In: arXiv:2503.08786. Research article in digital collection \| Preprint \| Peer reviewed \| Published
Aggregation Buffer: Revisiting DropEdge with a New Parameter Block Lee D; Kong M; Hamid S; Lee C; Yoo J (2025) In: Singh A; Fazel M; Hsu D; Lacoste-Julien S; Berkenkamp F; Maharaj T; Wagstaff K; Zhu J (eds.), Proceedings of the 42nd International Conference on Machine Learning, 33181-33204. .: . Research article in edited proceedings (conference) \| Peer reviewed \| Published
Efficient Morphing of Shape-preserving Star Coordinates Molchanov V, Hamid S, Linsen L (2020) In: (eds.), 2020 IEEE Pacific Visualization Symposium (PacificVis), 136-145. . Research article in edited proceedings (conference) \| Peer reviewed \| online first
Visual ensemble analysis to study the influence of hyper-parameters on training deep neural networks In: (eds.), . \| Peer reviewed