Publications
] (2018). Attesting Similarity: Supporting the Organization and Study of Art Image Collections with Computer Vision. Digital Scholarship in the Humanities, Oxford University Press. 33 845-856
(2018). Computer Vision und Kunstgeschichte — Dialog zweier Bildwissenschaften. Computing Art Reader: Einführung in die digitale Kunstgeschichte, P. Kuroczyński et al. (ed.)
413-17-83318-2-10-20181210.pdf (2.98 MB)
413-17-83318-2-10-20181210.pdf (2.98 MB) (2018). Cross and Learn: Cross-Modal Self-Supervision. Oral at German Conference on Pattern Recognition (GCPR). Stuttgart, Germany. https://arxiv.org/abs/1811.03879v1 Article (891.47 KB) Oral slides (9.17 MB)
Article (891.47 KB) Oral slides (9.17 MB) (2018). Deep Unsupervised Learning of Visual Similarities. Pattern Recognition. 78. https://authors.elsevier.com/a/1WXUt77nKSb25 PDF (8.35 MB)
PDF (8.35 MB) (2018). Early reduced behavioral activity induced by large strokes affects the efficiency of enriched environment in rats. Sage Journals. Journal of Cerebral Blood Flow & Metabolism. http://journals.sagepub.com/doi/abs/10.1177/0271678X18777661 0271678x18777661.pdf (770.87 KB)
0271678x18777661.pdf (770.87 KB) (2018). Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning. Proceedings of the European Conference on Computer Vision (ECCV). (UB and BB contributed equally), Munich, Germany Article (5.34 MB)
Article (5.34 MB) (2018). Learning to Forecast Pedestrian Intention from Pose Dynamics. Intelligent Vehicles, IEEE, 2018
(2018). Reconstructing Histories: Analyzing Exhibition Photographs with Computational Methods. Arts, Computational Aesthetics. 7, 64 arts-07-00064.pdf (4.6 MB)
arts-07-00064.pdf (4.6 MB) (2018). Reflecting on How Artworks Are Processed and Analyzed by Computer Vision. European Conference on Computer Vision (ECCV). Springer
(2018). A Style-Aware Content Loss for Real-time HD Style Transfer. Proceedings of the European Conference on Computer Vision (ECCV)
(2018). Towards Learning a Realistic Rendering of Human Behavior. European Conference on Computer Vision (HBUGEN)
(2018). A Variational U-Net for Conditional Appearance and Shape Generation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). https://compvis.github.io/vunet/
(2018). X-GAN: Improving Generative Adversarial Networks with ConveX Combinations. Oral at German Conference on Pattern Recognition (GCPR). Stuttgart, Germany Article (6.65 MB) Supplementary material (7.96 MB) Oral slides (14.96 MB)
Article (6.65 MB) Supplementary material (7.96 MB) Oral slides (14.96 MB) (2017). Deep Semantic Feature Matching. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) article (8.88 MB)
article (8.88 MB) (2017). Deep Unsupervised Similarity Learning using Partially Ordered Sets. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) deep_unsupervised_similarity_learning_cvpr_2017_paper.pdf (905.82 KB)
deep_unsupervised_similarity_learning_cvpr_2017_paper.pdf (905.82 KB) (2017). Learning Where to Drive by Watching Others. Proceedings of the German Conference Pattern Recognition. Springer-Verlag, Basel. 1
(2017). LSTM Self-Supervision for Detailed Behavior Analysis. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). (BB and UB contributed equally) Article (8.75 MB)
Article (8.75 MB) (2017). Optogenetically stimulating the intact corticospinal tract post-stroke restores motor control through regionalized functional circuit formation. Nature Communications. (ASW & UB contributed equally; BO and MES contributed equally). https://www.nature.com/articles/s41467-017-01090-6
(2017). Self-supervised Learning of Pose Embeddings from Spatiotemporal Relations in Videos. Proceedings of the IEEE International Conference on Computer Vision (ICCV) Paper (3.98 MB) Supplementary Material (3.36 MB)
Paper (3.98 MB) Supplementary Material (3.36 MB) (2017). Unsupervised Video Understanding by Reconciliation of Posture Similarities. Proceedings of the IEEE International Conference on Computer Vision (ICCV). https://hciweb.iwr.uni-heidelberg.de/compvis/research/tmilbich_iccv17
(2016). CliqueCNN: Deep Unsupervised Exemplar Learning. Proceedings of the Conference on Advances in Neural Information Processing Systems (NIPS). MIT Press, Barcelona. https://arxiv.org/abs/1608.08792 Article (5.79 MB)
Article (5.79 MB) (2016). Digital Connoisseur? How Computer Vision Supports Art History. Connoisseurship nel XXI secolo. Approcci, Limiti, Prospettive, A. Aggujaro & S. Albl (ed.). Artemide, Rome
(2015). Beyond the Sum of Parts: Voting with Groups of Dependent Entities. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. 37 1134--1147. http://www.computer.org/csdl/trans/tp/preprint/06926849.pdf
(2015). Generative Regularization with Latent Topics for Discriminative Object Recognition. Pattern Recognition. Elsevier. 48 3871--3880 Technical Report (5.49 MB)
Technical Report (5.49 MB) (2015). Per-Sample Kernel Adaptation for Visual Recognition and Grouping. Proceedings of the IEEE International Conference on Computer Vision. IEEE Technical Report (1.58 MB)
Technical Report (1.58 MB) (2015). Regularizing Max-Margin Exemplars by Reconstruction and Generative Models. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. IEEE. 4213--4221 Technical Report (2.8 MB)
Technical Report (2.8 MB) (2015). Spatiotemporal Parsing of Motor Kinematics for Assessing Stroke Recovery. Medical Image Computing and Computer-Assisted Intervention. Springer Article (2.24 MB)
Article (2.24 MB) (2015). Spatio-temporal Video Parsing for Abnormality Detection. arXiv. abs/1502.06235. http://arxiv.org/abs/1502.06235 Technical Report (4.61 MB)
Technical Report (4.61 MB) (2015). Training Argus. Kunstchronik. Monatsschrift für Kunstwissenschaft, Museumswesen und Denkmalpflege. Zentralinstitut für Kunstgeschichte. 68 414--420
(2014). An Approach to Large Scale Interactive Retrieval of Cultural Heritage. Eurographics Workshop on Graphics and Cultural Heritage. The Eurographics Association Technical Report (7.94 MB)
Technical Report (7.94 MB) (2014). Asynchronous Therapy Restores Motor Control by Rewiring of the Rat Corticospinal Tract after Stroke. Science. American Association for The Advancement of Science. 344 1250--1255. http://www.sciencemag.org/content/344/6189/1250
(2014). Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures. Medical Image Computing and Computer-Assisted Intervention. Springer. 154--161 Technical Report (2 MB)
Technical Report (2 MB) (2014). Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures. MICCAI. Proceedings. Springer. 154-161 Paper (2 MB)
Paper (2 MB) (2014). Learning Latent Constituents for Recognition of Group Activities in Video. Proceedings of the European Conference on Computer Vision. Springer. 33--47 Technical Report (4.54 MB)
Technical Report (4.54 MB) (2014). Morphological Analysis for Investigating Artistic Images. Image and Vision Computing. Elsevier. 32 414--423 Technical Report (2.86 MB)
Technical Report (2.86 MB)