Publications

2024

Eulig, Elias; Jäger, Fabian; Maier, Joscha; Ommer, Björn; Kachelrieß, Marc

Reconstructing and analyzing the invariances of low-dose CT image denoising networks Journal Article

In: Medical Physics, 2024.

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Eulig, Elias; Ommer, Björn; Kachelrieß, Marc

Benchmarking deep learning-based low-dose CT image denoising algorithms Journal Article

In: Medical Physics, 2024.

Abstract | Links | BibTeX

Hu, Vincent; Wu, Di; Asano, Yuki; Mettes, Pascal; Fernando, Basura; Ommer, Björn; Snoek, Cees

Flow Matching for Conditional Text Generation in a Few Sampling Steps Proceedings Article

In: Graham, Yvette; Purver, Matthew (Ed.): Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 380–392, Association for Computational Linguistics, St. Julian's, Malta, 2024.

Abstract | Links | BibTeX

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

State of the Art on Diffusion Models for Visual Computing Proceedings Article

In: Computer Graphics Forum 43, 2024.

BibTeX

Eulig, Elias; Maier, Joscha; Ommer, Björn; Kachelrieß, Marc

May denoising remove structures? How to reconstruct invariances of CT denoising algorithms Proceedings Article

In: Fahrig, Rebecca; Sabol, John M.; Li, Ke (Ed.): Medical Imaging 2024: Physics of Medical Imaging, International Society for Optics and Photonics SPIE, 2024.

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Stracke, Nick; Baumann, Stefan Andreas; Susskind, Joshua M.; Bautista, Miguel Angel; Ommer, Björn

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

In: Proceedings of the European Conference on Computer Vision (ECCV), 2024.

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Hu, Vincent Tao; Baumann, Stefan Andreas; Gui, Ming; Grebenkova, Olga; Ma, Pingchuan; Fischer, Johannes; Ommer, Björn

ZigMa: A DiT-style Zigzag Mamba Diffusion Model Proceedings Article

In: Proceedings of the European Conference on Computer Vision (ECCV), 2024.

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

Boosting Latent Diffusion with Flow Matching Proceedings Article

In: Proceedings of the European Conference on Computer Vision (ECCV), 2024.

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Kotovenko, Dima; Grebenkova, Olga; Sarafianos, Nikolaos; Paliwal, Avinash; Ma, Pingchuan; Poursaeed, Omid; Mohan, Sreyas; Fan, Yuchen; Li, Yilei; Ranjan, Rakesh; Ommer, Björn

WaSt-3D: Wasserstein-2 Distance for Scene-to-Scene Stylization on 3D Gaussians Proceedings Article

In: Proceedings of the European Conference on Computer Vision (ECCV), 2024.

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2023

Kotovenko, Dmytro; Ma, Pingchuan; Milbich, Timo; Ommer, Björn

Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning Proceedings Article

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 11070-11081, 2023.

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Farshad, Azade; Yeganeh, Yousef; Chi, Yu; Shen, Chengzhi; Ommer, Björn; Navab, Nassir

SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis Proceedings Article

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

BibTeX

Bell, Peter; Ommer, Björn

Measuring Art, Counting Pixels? The Collaboration of Art History and Computer Vision Oscillates Between Quantitative and Hermeneutic Methods Book Chapter

In: Schweiker, Marcel; Hass, Joachim; Novokhatko, Anna; Halbleib, Roxana (Ed.): Measurement and Understanding in Science and Humanities: Interdisciplinary Approaches, pp. 191–200, Springer Fachmedien Wiesbaden, Wiesbaden, 2023, ISBN: 978-3-658-36974-3.

Abstract | Links | BibTeX

2022

Milbich, Timo; Roth, Karsten; Brattoli, Biagio; Ommer, Björn

Sharing Matters for Generalization in Deep Metric Learning Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

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Rombach, Robin; Blattmann, Andreas; Lorenz, Dominik; Esser, Patrick; Ommer, Björn

High-Resolution Image Synthesis with Latent Diffusion Models Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

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Gangadharan, Vijayan; Zheng, Hongwei; Taberner, Francisco J.; Landry, Jonathan; Nees, Timo A.; Pistolic, Jelena; Agarwal, Nitin; Männich, Deepitha; Benes, Vladimir; Helmstaedter, Moritz; Ommer, Björn; Lechner, Stefan G.; Kuner, Thomas; Kuner, Rohini

Neuropathic pain caused by miswiring and abnormal end organ targeting Journal Article

In: Nature, vol. 606, pp. 137–145, 2022.

Abstract | Links | BibTeX

Wright, Matthias; Ommer, Björn

ArtFID: Quantitative Evaluation of Neural Style Transfer Conference

Proceedings of the German Conference on Pattern Recognition (GCPR '22) (Oral), 2022.

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Rombach, Robin; Blattmann, Andreas; Ommer, Björn

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

Proceedings of the European Conference on Computer Vision (ECCV) Workshop on Visart, 2022.

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Blattmann, Andreas; Rombach, Robin; Oktay, Kaan; Ommer, Björn

Retrieval-Augmented Diffusion Models Conference

Neural Information Processing Systems (NeurIPS), 2022., 2022.

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Eulig, Elias; Ommer, Björn; Kachelrieß, Marc

Reconstructing invariances of CT image denoising networks using invertible neural networks Proceedings Article

In: Stayman, Joseph Webster (Ed.): 7th International Conference on Image Formation in X-Ray Computed Tomography, pp. 123040S, International Society for Optics and Photonics SPIE, 2022.

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2021

Milbich, Timo; Roth, Karsten; Sinha, Samarth; Schmidt, Ludwig; Ghassemi, Marzyeh; Ommer, Björn

Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning Conference

Neural Information Processing Systems (NeurIPS), 2021.

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Esser, Patrick; Rombach, Robin; Blattmann, Andreas; Ommer, Björn

ImageBART: Bidirectional Context with Multinomial Diffusion for Autoregressive Image Synthesis Conference

Neural Information Processing Systems (NeurIPS), 2021.

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Ufer, Nikolai; Simon, Max; Lang, Sabine; Ommer, Björn

Large-scale interactive retrieval in art collections using multi-style feature aggregation Journal Article

In: PLoS ONE, vol. 16, no. 11, 2021.

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Sardari, Faegheh; Ommer, Björn; Mirmehdi, Majid

Unsupervised View-Invariant Human Posture Representation Conference

British Machine Vision Conference (BMVC), 2021.

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Lang, Sabine; Ommer, Björn

Transforming Information Into Knowledge: How Computational Methods Reshape Art History Journal Article

In: Digital Humanities Quaterly (DHQ), vol. 15, no. 3, 2021.

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Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael; Ommer, Björn

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis Conference

Proceedings of the International Conference on Computer Vision (ICCV), 2021.

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Baur, Stefan Andreas; Emmerichs, David Josef; Moosmann, Frank; Pinggera, Peter; Ommer, Björn; Geiger, Andreas

SLIM: Self-Supervised LiDAR Scene Flow and Motion Segmentation Proceedings Article

In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 13126-13136, 2021.

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Sanakoyeu, Artsiom; Ma, Pingchuan; Tschernezki, Vadim; Ommer, Björn

Improving Deep Metric Learning by Divide and Conquer Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.

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Afifi, Mahmoud; Derpanis, Konstantinos G; Ommer, Björn; Brown, Michael S

Learning Multi-Scale Photo Exposure Correction Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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Esser, Patrick; Rombach, Robin; Ommer, Björn

Taming Transformers for High-Resolution Image Synthesis Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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Islam, Md Amirul; Kowal, Matthew; Esser, Patrick; Jia, Sen; Ommer, Björn; Derpanis, Konstantinos G; Bruce, Neil

Shape or Texture: Understanding Discriminative Features in CNNs Conference

International Conference on Learning Representations (ICLR), 2021.

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Kotovenko, Dmytro; Wright, Matthias; Heimbrecht, Arthur; Ommer, Björn

Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

Abstract | Links | BibTeX

Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael; Ommer, Björn

Behavior-Driven Synthesis of Human Dynamics Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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Brattoli, Biagio; Büchler, Uta; Dorkenwald, Michael; Reiser, Philipp; Filli, Linard; Helmchen, Fritjof; Wahl, Anna-Sophia; Ommer, Björn

Unsupervised behaviour analysis and magnification (uBAM) using deep learning Journal Article

In: Nature Machine Intelligence, 2021.

Abstract | Links | BibTeX

Roth, Karsten; Milbich, Timo; Ommer, Björn; Cohen, Joseph Paul; Ghassemi, Marzyeh

S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning Conference

Proceedings of International Conference on Machine Learning (ICML), 2021.

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Dorkenwald, Michael; Milbich, Timo; Blattmann, Andreas; Rombach, Robin; Derpanis, Konstantinos G.; Ommer, Björn

Stochastic Image-to-Video Synthesis using cINNs Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

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Jahn, Manuel; Rombach, Robin; Ommer, Björn

High-Resolution Complex Scene Synthesis with Transformers Conference

CVPR 2021, AI for Content Creation Workshop, 2021.

Abstract | Links | BibTeX

Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael; Ommer, Björn

Understanding Object Dynamics for Interactive Image-to-Video Synthesis Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

Abstract | Links | BibTeX

Rombach, Robin; Esser, Patrick; Ommer, Björn

Geometry-Free View Synthesis: Transformers and no 3D Priors Conference

Proceedings of the Intl. Conf. on Computer Vision (ICCV), 2021.

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2020

Milbich, Timo; Ghori, Omair; Ommer, Björn

Unsupervised Representation Learning by Discovering Reliable Image Relations Journal Article

In: Pattern Recognition, vol. 102, 2020.

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Milbich, Timo; Roth, Karsten; Ommer, Björn

PADS: Policy-Adapted Sampling for Visual Similarity Learning Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. 1, 2020.

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Roth, Karsten; Milbich, Timo; Sinha, Samarth; Gupta, Prateek; Ommer, Björn; Cohen, Joseph Paul

Revisiting Training Strategies and Generalization Performance in Deep Metric Learning Conference

International Conference on Machine Learning (ICML), 2020.

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Esser, Patrick; Rombach, Robin; Ommer, Björn

A Disentangling Invertible Interpretation Network for Explaining Latent Representations Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

Abstract | Links | BibTeX

Milbich, Timo; Roth, Karsten; Bharadhwaj, Homanga; Sinha, Samarth; Bengio, Yoshua; Ommer, Björn; Cohen, Joseph Paul

DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning Conference

IEEE European Conference on Computer Vision (ECCV), 2020.

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Rombach, Robin; Esser, Patrick; Ommer, Björn

Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs Conference

IEEE European Conference on Computer Vision (ECCV), 2020.

Abstract | Links | BibTeX

Braun, Sandro; Esser, Patrick; Ommer, Björn

Unsupervised Part Discovery by Unsupervised Disentanglement Conference

Proceedings of the German Conference on Pattern Recognition (GCPR) (Oral), Tübingen, 2020.

Abstract | Links | BibTeX

Rombach, Robin; Esser, Patrick; Ommer, Björn

Network-to-Network Translation with Conditional Invertible Neural Networks Conference

Neural Information Processing Systems (NeurIPS) (Oral), 2020.

Abstract | Links | BibTeX

Rombach, Robin; Esser, Patrick; Ommer, Björn

Network Fusion for Content Creation with Conditional INNs Conference

CVPRW 2020 (AI for Content Creation), 2020.

Abstract | Links | BibTeX

Esser, Patrick; Rombach, Robin; Ommer, Björn

A Note on Data Biases in Generative Models Conference

NeurIPS 2020 Workshop on Machine Learning for Creativity and Design, 2020.

Abstract | Links | BibTeX

Dencker, Tobias; Klinkisch, Pablo; Maul, Stefan M; Ommer, Björn

Deep learning of cuneiform sign detection with weak supervision using transliteration alignment Journal Article

In: PLoS ONE, vol. 15, 2020.

Abstract | Links | BibTeX

Lang, Sabine; Ommer, Björn

Das Objekt jenseits der Digitalisierung Conference

Das digitale Objekt, vol. 7, 2020, ISBN: 978-3-948808-00-6.

Abstract | Links | BibTeX

Dorkenwald, Michael; Büchler, Uta; Ommer, Björn

Unsupervised Magnification of Posture Deviations Across Subjects Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

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Ufer, Nikolai; Lang, Sabine; Ommer, Björn

Object Retrieval and Localization in Large Art Collections Using Deep Multi-style Feature Fusion and Iterative Voting Conference

IEEE European Conference on Computer Vision (ECCV), VISART Workshop , 2020.

Abstract | Links | BibTeX

2019

Sanakoyeu, A.; Tschernezki, V.; Büchler, Uta; Ommer, Björn

Divide and Conquer the Embedding Space for Metric Learning Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Kotovenko, Dmytro; Sanakoyeu, A.; Lang, Sabine; Ma, P.; Ommer, Björn

Using a Transformation Content Block For Image Style Transfer Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

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Lorenz, Dominik; Bereska, Leonard; Milbich, Timo; Ommer, Björn

Unsupervised Part-Based Disentangling of Object Shape and Appearance Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Oral + Best paper finalist: top 45 / 5160 submissions), 2019.

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Brattoli, Biagio; Roth, Karsten; Ommer, Björn

MIC: Mining Interclass Characteristics for Improved Metric Learning Conference

Proceedings of the Intl. Conf. on Computer Vision (ICCV), 2019.

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Kotovenko, Dmytro; Sanakoyeu, Artsiom; Lang, Sabine; Ommer, Björn

Content and Style Disentanglement for Artistic Style Transfer Conference

Proceedings of the Intl. Conf. on Computer Vision (ICCV), 2019.

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Esser, Patrick; Haux, Johannes; Ommer, Björn

Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis Conference

Proceedings of the Intl. Conf. on Computer Vision (ICCV), 2019.

Abstract | Links | BibTeX

Ufer, Nikolai; Lui, Kam To; Schwarz, Katja; Warkentin, Paul; Ommer, Björn

Weakly Supervised Learning of Dense SemanticCorrespondences and Segmentation Conference

German Conference on Pattern Recognition (GCPR), 2019.

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2018

Sanakoyeu, A.; Bautista, Miguel; Ommer, Björn

Deep Unsupervised Learning of Visual Similarities Journal Article

In: Pattern Recognition, vol. 78, 2018.

Abstract | Links | BibTeX

Lang, Sabine; Ommer, Björn

Attesting Similarity: Supporting the Organization and Study of Art Image Collections with Computer Vision Journal Article

In: Digital Scholarship in the Humanities, Oxford University Press, vol. 33, no. 4, pp. 845-856, 2018.

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Esser, Patrick; Sutter, Ekaterina; Ommer, Björn

A Variational U-Net for Conditional Appearance and Shape Generation Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (short Oral), 2018.

Abstract | Links | BibTeX

Ghori, Omar; Mackowiak, Radek; Bautista, Miguel; Beuter, Niklas; Drumond, Lucas; Diego, Ferran; Ommer, Björn

Learning to Forecast Pedestrian Intention from Pose Dynamics Conference

Intelligent Vehicles, IEEE, 2018.

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Büchler, Uta; Brattoli, Biagio; Ommer, Björn

Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning Conference

Proceedings of the European Conference on Computer Vision (ECCV), (UB and BB contributed equally), Munich, Germany, 2018.

Abstract | Links | BibTeX

Sanakoyeu, A.; Kotovenko, Dmytro; Lang, Sabine; Ommer, Björn

A Style-Aware Content Loss for Real-time HD Style Transfer Conference

Proceedings of the European Conference on Computer Vision (ECCV) (Oral), 2018.

Abstract | Links | BibTeX

Sayed, N.; Brattoli, Biagio; Ommer, Björn

Cross and Learn: Cross-Modal Self-Supervision Conference

German Conference on Pattern Recognition (GCPR) (Oral), Stuttgart, Germany, 2018.

Abstract | Links | BibTeX

Blum, O.; Brattoli, Biagio; Ommer, Björn

X-GAN: Improving Generative Adversarial Networks with ConveX Combinations Conference

German Conference on Pattern Recognition (GCPR) (Oral), Stuttgart, Germany, 2018.

Abstract | Links | BibTeX

Esser, Patrick; Haux, Johannes; Milbich, Timo; Ommer, Björn

Towards Learning a Realistic Rendering of Human Behavior Conference

European Conference on Computer Vision (ECCV - HBUGEN), 2018.

Abstract | Links | BibTeX

Lang, Sabine; Ommer, Björn

Reconstructing Histories: Analyzing Exhibition Photographs with Computational Methods Journal Article

In: Arts, Computational Aesthetics, vol. 7, 64, 2018.

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Lang, Sabine; Ommer, Björn

Reflecting on How Artworks Are Processed and Analyzed by Computer Vision Conference

European Conference on Computer Vision (ECCV - VISART), Springer, 2018.

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Bell, P.; Ommer, Björn

Computer Vision und Kunstgeschichte — Dialog zweier Bildwissenschaften Book Chapter

In: Computing Art Reader: Einführung in die digitale Kunstgeschichte, P. Kuroczyński et al. (ed.), 2018.

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2017

Ufer, Nikolai; Ommer, Björn

Deep Semantic Feature Matching Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

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Brattoli, Biagio; Büchler, Uta; Wahl, Anna-Sophia; Schwab, M. E.; Ommer, Björn

LSTM Self-Supervision for Detailed Behavior Analysis Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (BB and UB contributed equally), 2017.

Abstract | Links | BibTeX

Bautista, Miguel; Fuchs, P.; Ommer, Björn

Learning Where to Drive by Watching Others Conference

Proceedings of the German Conference Pattern Recognition, vol. 1, Springer-Verlag, Basel, 2017.

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Milbich, Timo; Bautista, Miguel; Sutter, Ekaterina; Ommer, Björn

Unsupervised Video Understanding by Reconciliation of Posture Similarities Conference

Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017.

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Sümer, Ömer; Dencker, Tobias; Ommer, Björn

Self-supervised Learning of Pose Embeddings from Spatiotemporal Relations in Videos Conference

Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017.

Abstract | Links | BibTeX

Bautista, Miguel; Sanakoyeu, A.; Ommer, Björn

Deep Unsupervised Similarity Learning using Partially Ordered Sets Conference

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

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Wahl, Anna-Sophia; Büchler, Uta; Brändli, A.; Brattoli, Biagio; Musall, S.; Kasper, H.; Ineichen, B. V.; Helmchen, F.; Ommer, Björn; Schwab, M. E.

Optogenetically stimulating the intact corticospinal tract post-stroke restores motor control through regionalized functional circuit formation Journal Article

In: Nature Communications, 2017.

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2016

Bautista, Miguel; Sanakoyeu, A.; Sutter, E.; Ommer, Björn

CliqueCNN: Deep Unsupervised Exemplar Learning Conference

Proceedings of the Conference on Advances in Neural Information Processing Systems (NIPS), MIT Press, Barcelona, 2016.

Abstract | Links | BibTeX

Bell, P.; Ommer, Björn

Digital Connoisseur? How Computer Vision Supports Art History Book Chapter

In: Connoisseurship nel XXI secolo. Approcci, Limiti, Prospettive, A. Aggujaro & S. Albl (ed.), Artemide, Rome, 2016.

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​Bell, Peter; Ommer, Björn

Ramboux und der Computer. Experimente zum automatischen Sehen mit Kopien des Nazareners Proceedings Article

In: Ulf Sölter (Hrsg.): Italien so nah – Johann Anton Ramboux (1790-1866), Wienand Verlag, Köln, 2016.

BibTeX

2015

Antic, B.; Büchler, Uta; Wahl, Anna-Sophia; Schwab, M. E.; Ommer, Björn

Spatiotemporal Parsing of Motor Kinematics for Assessing Stroke Recovery Conference

Medical Image Computing and Computer-Assisted Intervention, Springer, 2015.

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Rubio, J. C.; Ommer, Björn

Regularizing Max-Margin Exemplars by Reconstruction and Generative Models Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, IEEE, 2015.

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Rubio, J. C.; Eigenstetter, A.; Ommer, Björn

Generative Regularization with Latent Topics for Discriminative Object Recognition Journal Article

In: Pattern Recognition, vol. 48, no. 12, pp. 3871–3880, 2015.

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Yarlagadda, P.; Ommer, Björn

Beyond the Sum of Parts: Voting with Groups of Dependent Entities Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 6, pp. 1134–1147, 2015.

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Bell, P.; Ommer, Björn

Training Argus Journal Article

In: Kunstchronik. Monatsschrift für Kunstwissenschaft, Museumswesen und Denkmalpflege, vol. 68, no. 8, pp. 414–420, 2015.

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Antic, B.; Ommer, Björn

Per-Sample Kernel Adaptation for Visual Recognition and Grouping Conference

Proceedings of the IEEE International Conference on Computer Vision, IEEE, 2015.

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Antic, B.; Ommer, Björn

Spatio-temporal Video Parsing for Abnormality Detection Journal Article

In: arXiv, vol. abs/1502.06235, 2015.

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2014

Monroy, A.; Bell, P.; Ommer, Björn

Morphological Analysis for Investigating Artistic Images Journal Article

In: Image and Vision Computing, vol. 32, no. 6, pp. 414-423, 2014.

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Takami, M.; Bell, P.; Ommer, Björn

An Approach to Large Scale Interactive Retrieval of Cultural Heritage Conference

Eurographics Workshop on Graphics and Cultural Heritage, The Eurographics Association, 2014.

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Takami, M.; Bell, P.; Ommer, Björn

Offline Learning of Prototypical Negatives for Efficient Online Exemplar SVM Conference

Winter Conference on Applications of Computer Vision, IEEE, 2014.

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Kandemir, M; Rubio, J. C.; Schmidt, U.; Wojek, C.; Welbl, J.; Ommer, Björn; Hamprecht, Fred A.

Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures Conference

Medical Image Computing and Computer-Assisted Intervention, Springer, 2014.

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Wahl, Anna-Sophia; Omlor, W.; Rubio, J. C.; Chen, J. L.; Zheng, H.; Schröter, A.; Gullo, M.; Weinmann, O.; Kobayashi, K.; Helmchen, F.; Ommer, Björn; Schwab, M. E.

Asynchronous Therapy Restores Motor Control by Rewiring of the Rat Corticospinal Tract after Stroke Journal Article

In: Science, vol. 344, no. 6189, pp. 1250–1255, 2014.

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Antic, B.; Ommer, Björn

Learning Latent Constituents for Recognition of Group Activities in Video Conference

Proceedings of the European Conference on Computer Vision (ECCV) (Oral), Springer, 2014.

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Eigenstetter, A.; Takami, M.; Ommer, Björn

Randomized Max-Margin Compositions for Visual Recognition Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, IEEE, 2014.

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2013

Antic, B.; Milbich, Timo; Ommer, Björn

Less is More: Video Trimming for Action Recognition Conference

Proceedings of the IEEE International Conference on Computer Vision, Workshop on Understanding Human Activities: Context and Interaction, IEEE, 2013.

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Arnold, M.; Bell, P.; Ommer, Björn

Automated Learning of Self-Similarity and Informative Structures in Architecture Conference

Scientific Computing & Cultural Heritage, 2013.

BibTeX

Monroy, A.; Bell, P.; Ommer, Björn

A Morphometric Approach to Reception Analysis of Premodern Art Conference

Scientific Computing & Cultural Heritage, 2013.

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Ommer, Björn

The Role of Shape in Visual Recognition Book Chapter

In: Shape Perception in Human Computer Vision: An Interdisciplinary Perspective, pp. 373–385, Springer, 2013.

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Bell, P.; Schlecht, J.; Ommer, Björn

Nonverbal Communication in Medieval Illustrations Revisited by Computer Vision and Art History Journal Article

In: Visual Resources Journal, Special Issue on Digital Art History, vol. 29, no. 1-2, pp. 26–37, 2013.

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Garbe, Christoph S.; Ommer, Björn

Parameter Estimation in Image Processing and Computer Vision Book Chapter

In: Model Based Parameter Estimation: Theory and Applications, pp. 311–334, Springer, 2013, ISBN: 978-3-642-30366-1.

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Yarlagadda, P.; Monroy, A.; Carque, Bernd; Ommer, Björn

Towards a Computer-based Understanding of Medieval Images Book Chapter

In: Scientific Computing & Cultural Heritage, pp. 89–97, Springer, 2013, ISBN: 978-3-642-28020-7.

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2012

Eigenstetter, A.; Ommer, Björn

Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity Conference

Proceedings of the Conference on Advances in Neural Information Processing Systems, MIT Press, 2012.

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Yarlagadda, P.; Ommer, Björn

From Meaningful Contours to Discriminative Object Shape Conference

Proceedings of the European Conference on Computer Vision, vol. 7572, Springer, 2012.

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Monroy, A.; Bell, P.; Ommer, Björn

Shaping Art with Art: Morphological Analysis for Investigating Artistic Reproductions Conference

Proceedings of the European Conference on Computer Vision, Workshop on VISART, vol. 7583, Springer, 2012.

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Eigenstetter, A.; Yarlagadda, P.; Ommer, Björn

Max-Margin Regularization for Reducing Accidentalness in Chamfer Matching Conference

Proceedings of the Asian Conference on Computer Vision, Springer, 2012.

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Antic, B.; Ommer, Björn

Robust Multiple-Instance Learning with Superbags Conference

Proceedings of the Asian Conference on Computer Vision (ACCV) (Oral), Springer, 2012.

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Yarlagadda, P.; Eigenstetter, A.; Ommer, Björn

Learning Discriminative Chamfer Regularization Conference

BMVC, Springer, 2012.

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Monroy, A.; Ommer, Björn

Beyond Bounding-Boxes: Learning Object Shape by Model-driven Grouping Proceedings

Springer, vol. 7574, 2012.

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2011

Antic, B.; Ommer, Björn

Video Parsing for Abnormality Detection Conference

Proceedings of the IEEE International Conference on Computer Vision, IEEE, 2011.

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Schlecht, J.; Ommer, Björn

Contour-based Object Detection Conference

BMVC, 2011.

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Schlecht, J.; Carque, Bernd; Ommer, Björn

Detecting Gestures in Medieval Images Conference

Proceedings of the International Conference on Image Processing, IEEE, 2011.

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Monroy, A.; Carque, Bernd; Ommer, Björn

Reconstructing the Drawing Process of Reproductions from Medieval Images Conference

Proceedings of the International Conference on Image Processing, IEEE, 2011.

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Monroy, A.; Kröger, Thorben; Arnold, M.; Ommer, Björn

Parametric Object Detection for Iconographic Analysis Conference

Scientific Computing & Cultural Heritage, 2011.

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Yarlagadda, P.; Monroy, A.; Carque, Bernd; Ommer, Björn

Top-down Analysis of Low-level Object Relatedness Leading to Semantic Understanding of Medieval Image Collections Conference

Conference on Computer Vision and Image Analysis of Art II, vol. 7869, 2011.

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Monroy, A.; Eigenstetter, A.; Ommer, Björn

Beyond Straight Lines - Object Detection using Curvature Conference

International Conference on Image Processing (ICIP), IEEE, 2011.

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2010

Yarlagadda, P.; Monroy, A.; Ommer, Björn

Voting by Grouping Dependent Parts Conference

Proceedings of the European Conference on Computer Vision, vol. 6315, Springer, 2010.

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Ommer, Björn; Buhmann, J. M.

Learning the Compositional Nature of Visual Object Categories for Recognition Journal Article

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 3, pp. 501–516, 2010.

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Wagner, J.; Ommer, Björn

Efficiently Clustering Earth Mover's Distance Conference

Proceedings of the Asian Conference on Computer Vision, Springer, 2010.

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Yarlagadda, P.; Monroy, A.; Carque, Bernd; Ommer, Björn

Recognition and Analysis of Objects in Medieval Images Conference

Proceedings of the Asian Conference on Computer Vision, Workshop on e-Heritage, Springer, 2010.

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2009

Ommer, Björn; Mader, T.; Buhmann, J. M.

Seeing the Objects Behind the Dots: Recognition in Videos from a Moving Camera Journal Article

In: International Journal of Computer Vision, vol. 83, no. 1, pp. 57–71, 2009.

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Ommer, Björn; Malik, J.

Multi-scale Object Detection by Clustering Lines Conference

Proceedings of the IEEE International Conference on Computer Vision, IEEE, 2009.

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Yarlagadda, P.; Monroy, A.; Carque, Bernd; Ommer, Björn

Towards a Computer-based Understanding of Medieval Images Conference

Scientific Computing & Cultural Heritage, Springer, 2009.

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Keränen, S. V. E.; DePace, A.; Hendriks, C. L. Luengo; Fowlkes, C.; Arbelaez, P.; Ommer, Björn; Brox, T.; Henriquez, C.; Wunderlich, Z.; Eckenrode, K.; Fischer, B.; Hammonds, A.; Celniker, S. E.

Computational Analysis of Quantitative Changes in Gene Expression and Embryo Morphology between Species Conference

Evolution-The Molecular Landscape, 2009.

BibTeX

2008

Ommer, Björn

Seeing the Objects Behind the Parts: Learning Compositional Models for Visual Recognition Book

VDM Verlag, 2008, ISBN: 978-3-639-02144-8.

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2007

Ommer, Björn; Buhmann, J. M.

Compositional Object Recognition, Segmentation, and Tracking in Video Conference

Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, vol. 4679, Springer, 2007.

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Sigg, C.; Fischer, B.; Ommer, Björn; Roth, V.; Buhmann, J. M.

Nonnegative CCA for Audiovisual Source Separation Conference

International Workshop on Machine Learning for Signal Processing, IEEE, 2007.

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Ommer, Björn; Buhmann, J. M.

Learning the Compositional Nature of Visual Objects Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, IEEE, 2007.

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2006

Roth, V.; Ommer, Björn

Exploiting Low-level Image Segmentation for Object Recognition Conference

Pattern Recognition, Symposium of the DAGM, vol. 4174, Springer Springer, 2006.

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Ommer, Björn; Sauter, M.; M., Buhmann J.

Learning Top-Down Grouping of Compositional Hierarchies for Recognition Conference

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Perceptual Organization in Computer Vision, IEEE, 2006.

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Ommer, Björn; Buhmann, J. M.

Learning Compositional Categorization Models Conference

Proceedings of the European Conference on Computer Vision, vol. 3953, Springer Springer, 2006.

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2005

Ommer, Björn; Buhmann, J. M.

Object Categorization by Compositional Graphical Models Conference

Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, vol. 3757, Springer, 2005.

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2003

Ommer, Björn; Buhmann, J. M.

A Compositionality Architecture for Perceptual Feature Grouping Conference

Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, vol. 2683, Springer, 2003.

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