Timo Milbich

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Björn OmmerProfessor for Scientific Computing, Heidelberg UniversityVerified email at uni-heidelberg.de
Karsten RothMaster Student, Computer Vision Group, Heidelberg UniversityVerified email at stud.uni-heidelberg.de
Joseph Paul CohenPostdoctoral Fellow, AIMI (Stanford University) + Mila (Quebec AI Institute)Verified email at stanford.edu
David PfeifferZoox IncVerified email at dltmail.de
Uwe FrankeHead of Image Understanding, Daimler AGVerified email at daimler.com
Samarth SinhaUndergrad @ University of TorontoVerified email at mail.utoronto.ca
Leonard BereskaHeidelberg UniversityVerified email at zi-mannheim.de
Prateek GuptaUniversity of Tennessee Health Science CenterVerified email at uthsc.edu
Miguel Ángel BautistaApple Inc.Verified email at apple.com
Patrick EsserHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
Borislav AnticRobert Bosch GmbHVerified email at de.bosch.com
Homanga BharadhwajUniversity of Toronto; Vector Institute; Nvidia ResearchVerified email at cs.toronto.edu
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Ferran DiegoTelefónica ResearchVerified email at telefonica.com
Biagio BrattoliApplied scientist at AWS. PhD at Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Dr. Marzyeh GhassemiAssistant Professor, Computer Science/Medicine, University of Toronto & Vector InstituteVerified email at cs.toronto.edu
Andreas BlattmannCS PhD student, Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Michael DorkenwaldMaster Student, Computer Vision Group, Heidelberg UniversityVerified email at stud.uni-heidelberg.de
Prateek GuptaDPhil, University of OxfordVerified email at columbia.edu

Timo Milbich

Heidelberg University

Verified email at iwr.uni-heidelberg.de

Deep Learning Computer Vision Representation Learning Metric Learning Pose Understanding


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Unsupervised part-based disentangling of object shape and appearance D Lorenz, L Bereska, T Milbich, B Ommer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	58	2019
May I enter the roundabout? A time-to-contact computation based on stereo-vision M Muffert, T Milbich, D Pfeiffer, U Franke 2012 IEEE Intelligent Vehicles Symposium, 565-570, 2012	39	2012
Revisiting training strategies and generalization performance in deep metric learning K Roth, T Milbich, S Sinha, P Gupta, B Ommer, JP Cohen International Conference on Machine Learning, 8242-8252, 2020	25	2020
Unsupervised video understanding by reconciliation of posture similarities T Milbich, M Bautista, E Sutter, B Ommer Proceedings of the IEEE International Conference on Computer Vision, 4394-4404, 2017	18	2017
Towards learning a realistic rendering of human behavior P Esser, J Haux, T Milbich Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018	10	2018
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning T Milbich, K Roth, H Bharadhwaj, S Sinha, Y Bengio, B Ommer, JP Cohen European Conference on Computer Vision, 590-607, 2020	7	2020
Less is more: Video trimming for action recognition B Antic, T Milbich, B Ommer Proceedings of the IEEE International Conference on Computer Vision …, 2013	7	2013
Unsupervised Representation Learning by Discovering Reliable Image Relations T Milbich, O Ghori, F Diego, B Ommer Pattern Recognition 102, 107107, 2020	4	2020
PADS: Policy-Adapted Sampling for Visual Similarity Learning K Roth, T Milbich, B Ommer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	4	2020
Sharing Matters for Generalization in Deep Metric Learning T Milbich, K Roth, B Brattoli, B Ommer arXiv preprint arXiv:2004.05582, 2020	2	2020
Behavior-Driven Synthesis of Human Dynamics A Blattmann, T Milbich, M Dorkenwald, B Ommer arXiv preprint arXiv:2103.04677, 2021		2021
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning K Roth, T Milbich, B Ommer, JP Cohen, M Ghassemi arXiv preprint arXiv:2009.08348, 2020		2020
Achtung Kreisverkehr: Eine neue Herausforderung für videobasierte Fahrerassistenzsysteme M Muffert, T Milbich, D Pfeiffer, U Franke

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