Timo Milbich

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 28

Top Topics

Visual Similarity

Metric Learning

Top Venues

Publications

Dmytro Kotovenko, Pingchuan Ma, Timo Milbich, Björn Ommer
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning. CVPR (2023)
Timo Milbich, Karsten Roth, Biagio Brattoli, Björn Ommer
Sharing Matters for Generalization in Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
Understanding Object Dynamics for Interactive Image-to-Video Synthesis. CoRR (2021)
Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning. NeurIPS (2021)
Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning. CoRR (2021)
Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer
Stochastic Image-to-Video Synthesis using cINNs. CoRR (2021)
Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis. CoRR (2021)
Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi
Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. ICML (2021)
Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
Behavior-Driven Synthesis of Human Dynamics. CVPR (2021)
Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis. ICCV (2021)
Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer
Stochastic Image-to-Video Synthesis Using cINNs. CVPR (2021)
Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
Understanding Object Dynamics for Interactive Image-to-Video Synthesis. CVPR (2021)
Andreas Blattmann, Timo Milbich, Michael Dorkenwald, Björn Ommer
Behavior-Driven Synthesis of Human Dynamics. CoRR (2021)
Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning. ECCV (8) (2020)
Karsten Roth, Timo Milbich, Björn Ommer
PADS: Policy-Adapted Sampling for Visual Similarity Learning. CoRR (2020)
Timo Milbich, Omair Ghori, Ferran Diego, Björn Ommer
Unsupervised representation learning by discovering reliable image relations. Pattern Recognit. 102 (2020)
Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning. CoRR (2020)
Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning. CoRR (2020)
Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. CoRR (2020)
Karsten Roth, Timo Milbich, Björn Ommer
PADS: Policy-Adapted Sampling for Visual Similarity Learning. CVPR (2020)
Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning. ICML (2020)
Timo Milbich, Karsten Roth, Biagio Brattoli, Björn Ommer
Sharing Matters for Generalization in Deep Metric Learning. CoRR (2020)
Dominik Lorenz, Leonard Bereska, Timo Milbich, Björn Ommer
Unsupervised Part-Based Disentangling of Object Shape and Appearance. CoRR (2019)
Timo Milbich, Omair Ghori, Ferran Diego, Björn Ommer
Unsupervised Representation Learning by Discovering Reliable Image Relations. CoRR (2019)
Dominik Lorenz, Leonard Bereska, Timo Milbich, Björn Ommer
Unsupervised Part-Based Disentangling of Object Shape and Appearance. CVPR (2019)
Patrick Esser, Johannes Haux, Timo Milbich, Björn Ommer
Towards Learning a Realistic Rendering of Human Behavior. ECCV Workshops (2) (2018)
Timo Milbich, Miguel Ángel Bautista, Ekaterina Sutter, Björn Ommer
Unsupervised Video Understanding by Reconciliation of Posture Similarities. ICCV (2017)
Timo Milbich, Miguel Ángel Bautista, Ekaterina Sutter, Björn Ommer
Unsupervised Video Understanding by Reconciliation of Posture Similarities. CoRR (2017)
Borislav Antic, Timo Milbich, Björn Ommer
Less Is More: Video Trimming for Action Recognition. ICCV Workshops (2013)
Maximilian Muffert, Timo Milbich, David Pfeiffer, Uwe Franke
May I enter the roundabout? A time-to-contact computation based on stereo-vision. Intelligent Vehicles Symposium (2012)