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2025

Prasse, Katharina ORCID: 0009-0003-9502-1313 ; Bravo, Isaac ; Walter, Stefanie ; Keuper, Margret I spy with my little eye a minimum cost multicut investigation of dataset frames. 2134-2143 In: Proceedings of the Winter Conference on Applications of Computer Vision (WACV) (2025) Online WACV 2025, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Tucson, AZ) [Konferenzveröffentlichung]

Li, Yumeng ORCID: 0000-0002-5562-1707 (2025) Improving alignment and controllability in GANs and diffusion models. Open Access Mannheim [Dissertation]
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Grabinski, Julia (2025) Multifaceted analysis of deep convolutional neural networks and novel fourier modules. Open Access Mannehim [Dissertation]
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Gavrikov, Paul ORCID: 0000-0003-2667-9333 (2025) Decoding robust generalization in object recognition models. Open Access Mannheim [Dissertation]
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Zhou, Yuxuan (2025) New frontiers in neural probabilistic scoring : from attention to output generation in vision and language. Open Access Mannheim, Germany [Dissertation]
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Vorschau

Prasse, Katharina ORCID: 0009-0003-9502-1313 ; Knab, Patrick ; Marton, Sascha ORCID: 0000-0001-8151-9223 ; Bartelt, Christian ; Keuper, Margret DCBM: data-efficient visual concept bottleneck models. Lawrence, Neil Proceedings of Machine Learning Research : PMLR 267 1-31 In: Proceedings of the 42nd International Conference on Machine Learning, PMLR (2025) Red Hook, NY International Conference on Machine Learning (Vancouver, Canada) [Konferenzveröffentlichung]

2024

Prasse, Katharina ORCID: 0009-0003-9502-1313 ; Jung, Steffen ; Zhou, Yuxuan ; Keuper, Margret Local spherical harmonics improve skeleton-based hand action recognition. Köthe, Ullrich ; Rother, Carsten Lecture Notes in Computer Science 14264 67-82 In: Pattern recognition : 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19-22, 2023 ; proceedings (2024) Berlin [u.a.] 45th DAGM 2023 (Heidelberg, Germany) [Konferenzveröffentlichung]

Bravo, Isaac ; Prasse, Katharina ORCID: 0009-0003-9502-1313 ; Walter, Stefanie ; Keuper, Margret Detecting manipulated visuals: A computational approach in the climate change discourse. (2024) AISCICOMM24: Science Communication in the Age of Artificial Intelligence (Zurich) [Präsentation auf Konferenz]

2023

Prasse, Katharina ORCID: 0009-0003-9502-1313 ; Jung, Steffen ; Bravo, Isaac ; Walter, Stefanie ; Keuper, Margret Towards understanding climate change perceptions : a social media dataset. Bhalerao, Rasika ; Roth, Mark ; Jeggle, Kai ; Montalvo Arvizu, Jorge ; Madadkhani, Shiva ; bengio, Yoshua Paper #3 1-20 In: NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning: Blending New and Existing Knowledge Systems : workshop (2023) NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning: Blending New and Existing Knowledge Systems (New Orleans, LA) [Konferenzveröffentlichung]

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