Timo Milbich

Orcid: 0000-0002-5012-0874

According to our database1, Timo Milbich authored at least 19 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Sharing Matters for Generalization in Deep Metric Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021
Visual Similarity and Representation Learning.
PhD thesis, 2021

Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Simultaneous Similarity-based Self-Distillation for Deep Metric Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Stochastic Image-to-Video Synthesis Using cINNs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Behavior-Driven Synthesis of Human Dynamics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Understanding Object Dynamics for Interactive Image-to-Video Synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Unsupervised representation learning by discovering reliable image relations.
Pattern Recognit., 2020

S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning.
CoRR, 2020

Revisiting Training Strategies and Generalization Performance in Deep Metric Learning.
Proceedings of the 37th International Conference on Machine Learning, 2020

DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

PADS: Policy-Adapted Sampling for Visual Similarity Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Unsupervised Part-Based Disentangling of Object Shape and Appearance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Towards Learning a Realistic Rendering of Human Behavior.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Unsupervised Video Understanding by Reconciliation of Posture Similarities.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2013
Less Is More: Video Trimming for Action Recognition.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012
May I enter the roundabout? A time-to-contact computation based on stereo-vision.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012


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