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Anzahl der Publikationen: 14
Zeitschriftenartikel
Milbich, Timo 
ORCID: https://orcid.org/0000-0002-5012-0874; Roth, Karsten; Brattoli, Biagio ORCID: https://orcid.org/0000-0002-8482-3375 und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2022):
Sharing Matters for Generalization in Deep Metric Learning.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Bd. 44, Nr. 1: S. 416-427
ORCID: https://orcid.org/0000-0002-5012-0874; Roth, Karsten; Brattoli, Biagio ORCID: https://orcid.org/0000-0002-8482-3375 und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2022):
Sharing Matters for Generalization in Deep Metric Learning.
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Bd. 44, Nr. 1: S. 416-427
Milbich, Timo; Ghori, Omair; Diego, Ferran und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(Juni 2020):
Unsupervised representation learning by discovering reliable image relations.
In: Pattern Recognition, Bd. 102, 107107
ORCID: https://orcid.org/0000-0003-0766-120X
(Juni 2020):
Unsupervised representation learning by discovering reliable image relations.
In: Pattern Recognition, Bd. 102, 107107
Konferenzbeitrag
Kotovenko, Dmytro; Ma, Pingchuan; Milbich, Timo und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2023):
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning.
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 17-24 June 2023.
In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 11070-11081
ORCID: https://orcid.org/0000-0003-0766-120X
(2023):
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning.
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 17-24 June 2023.
In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 11070-11081
Kotovenko, Dmytro; Ma, Pingchuan; Milbich, Timo ORCID: https://orcid.org/0000-0002-5012-0874 und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2023):
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning.
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 17-24 June 2023.
Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.),
In: CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability,
Piscataway, NJ: IEEE. S. 1170-1181
ORCID: https://orcid.org/0000-0002-5012-0874 und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2023):
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning.
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, BC, Canada, 17-24 June 2023.
Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.),
In: CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability,
Piscataway, NJ: IEEE. S. 1170-1181
Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis.
2021 IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, QC, Canada, 10-17 October 2021.
In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV),
New York: IEEE. S. 14687-14697
ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis.
2021 IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, QC, Canada, 10-17 October 2021.
In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV),
New York: IEEE. S. 14687-14697
Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Behavior-Driven Synthesis of Human Dynamics.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 12231-12241
ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Behavior-Driven Synthesis of Human Dynamics.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 12231-12241
Dorkenwald, Michael; Milbich, Timo; Blattmann, Andreas; Rombach, Robin; Derpanis, Konstantinos G. und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Stochastic Image-to-Video Synthesis using cINNs.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 3741-3752
ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Stochastic Image-to-Video Synthesis using cINNs.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 3741-3752
Blattmann, Andreas; Milbich, Timo; Dorkenwald, Michael und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Understanding Object Dynamics for Interactive Image-to-Video Synthesis.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 5167-5177
ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Understanding Object Dynamics for Interactive Image-to-Video Synthesis.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021.
In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 5167-5177
Milbich, Timo; Roth, Karsten; Sinha, Samarth; Schmidt, Ludwig; Ghassemi, Marzyeh und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning.
35th Conference on Neural Information Processing Systems (NeurIPS 2022), Online, 6-14 December 2021.
Neural Information Processing Systems Foundation (Hrsg.),
In: 35th Neural Information Processing Systems Foundation,
Red Hook, NY: Curran Associates.
ORCID: https://orcid.org/0000-0003-0766-120X
(2021):
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning.
35th Conference on Neural Information Processing Systems (NeurIPS 2022), Online, 6-14 December 2021.
Neural Information Processing Systems Foundation (Hrsg.),
In: 35th Neural Information Processing Systems Foundation,
Red Hook, NY: Curran Associates.
Roth, Karsten; Milbich, Timo; Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X; Cohen, Joseph Paul und Ghassemi, Marzyeh
(2021):
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning.
38th International Conference on Machine Learning, Online, 18-24 July 2021.
ORCID: https://orcid.org/0000-0003-0766-120X; Cohen, Joseph Paul und Ghassemi, Marzyeh
(2021):
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning.
38th International Conference on Machine Learning, Online, 18-24 July 2021.
Roth, Karsten; Milbich, Timo und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2020):
PADS: Policy-Adapted Sampling for Visual Similarity Learning.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 13-19 June 2020.
In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 6567-6576
ORCID: https://orcid.org/0000-0003-0766-120X
(2020):
PADS: Policy-Adapted Sampling for Visual Similarity Learning.
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 13-19 June 2020.
In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 6567-6576
Milbich, Timo; Roth, Karsten; Bharadhwaj, Homanga; Sinha, Samarth; Bengio, Yoshua; Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X und Cohen, Joseph Paul
(2020):
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning.
16th European Conference on Computer Vision (ECCV), Glasgow, 23-28 August, 2020.
Vedaldi, Andrea; Bischof, Horst; Brox, Thomas und Frahm, Jan-Michael (Hrsg.):
In: Computer Vision – ECCV 2020,
Bd. 8
Cham: Springer International Publishing. S. 590-607
ORCID: https://orcid.org/0000-0003-0766-120X und Cohen, Joseph Paul
(2020):
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning.
16th European Conference on Computer Vision (ECCV), Glasgow, 23-28 August, 2020.
Vedaldi, Andrea; Bischof, Horst; Brox, Thomas und Frahm, Jan-Michael (Hrsg.):
In: Computer Vision – ECCV 2020,
Bd. 8
Cham: Springer International Publishing. S. 590-607
Lorenz, Dominik; Bereska, Leonard; Milbich, Timo und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2019):
Unsupervised Part-Based Disentangling of Object Shape and Appearance.
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, 15-20 June 2019.
In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 10947-10956
ORCID: https://orcid.org/0000-0003-0766-120X
(2019):
Unsupervised Part-Based Disentangling of Object Shape and Appearance.
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, 15-20 June 2019.
In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
New York: IEEE. S. 10947-10956
Esser, Patrick; Haux, Johannes; Milbich, Timo ORCID: https://orcid.org/0000-0002-5012-0874 und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2019):
Towards Learning a Realistic Rendering of Human Behavior.
9th International Workshop on Human Behavior Understanding : Generating Visual Data on Human Behavior (HBUGEN): In conjunction with ECCV, München, 9. September 2018.
Leal-Taxié, Laura und Roth, Stefan (Hrsg.):
In: Computer Vision – ECCV 2018 Workshops,
Bd. 2
Cham: Springer International Publishing. S. 409-425
ORCID: https://orcid.org/0000-0002-5012-0874 und Ommer, Björn ORCID: https://orcid.org/0000-0003-0766-120X
(2019):
Towards Learning a Realistic Rendering of Human Behavior.
9th International Workshop on Human Behavior Understanding : Generating Visual Data on Human Behavior (HBUGEN): In conjunction with ECCV, München, 9. September 2018.
Leal-Taxié, Laura und Roth, Stefan (Hrsg.):
In: Computer Vision – ECCV 2018 Workshops,
Bd. 2
Cham: Springer International Publishing. S. 409-425