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Björn Ommer

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CTRLorALTer: Conditional LoRAdapter for Efficient 0-Shot Control & Altering of T2I Models

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May 13, 2024
Nick Stracke, Stefan Andreas Baumann, Joshua M. Susskind, Miguel Angel Bautista, Björn Ommer

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Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions

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Mar 25, 2024
Stefan Andreas Baumann, Felix Krause, Michael Neumayr, Nick Stracke, Vincent Tao Hu, Björn Ommer

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Enabling Visual Composition and Animation in Unsupervised Video Generation

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Mar 21, 2024
Aram Davtyan, Sepehr Sameni, Björn Ommer, Paolo Favaro

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DepthFM: Fast Monocular Depth Estimation with Flow Matching

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Mar 20, 2024
Ming Gui, Johannes S. Fischer, Ulrich Prestel, Pingchuan Ma, Dmytro Kotovenko, Olga Grebenkova, Stefan Andreas Baumann, Vincent Tao Hu, Björn Ommer

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On the Challenges and Opportunities in Generative AI

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Feb 28, 2024
Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin

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Quantum Denoising Diffusion Models

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Jan 13, 2024
Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien

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Boosting Latent Diffusion with Flow Matching

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Dec 12, 2023
Johannes S. Fischer, Ming Gui, Pingchuan Ma, Nick Stracke, Stefan A. Baumann, Björn Ommer

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State of the Art on Diffusion Models for Visual Computing

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Oct 11, 2023
Ryan Po, Wang Yifan, Vladislav Golyanik, Kfir Aberman, Jonathan T. Barron, Amit H. Bermano, Eric Ryan Chan, Tali Dekel, Aleksander Holynski, Angjoo Kanazawa, C. Karen Liu, Lingjie Liu, Ben Mildenhall, Matthias Nießner, Björn Ommer, Christian Theobalt, Peter Wonka, Gordon Wetzstein

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SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis

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Apr 28, 2023
Azade Farshad, Yousef Yeganeh, Yu Chi, Chengzhi Shen, Björn Ommer, Nassir Navab

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Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models

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Jul 26, 2022
Robin Rombach, Andreas Blattmann, Björn Ommer

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