Timo Milbich
12 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (6) 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5)
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Cross-Pollinator
(12)
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(5)
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(12)
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(6)
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Keyword Collector
(63)
Conferences
CVPR (6)
ICCV (2)
ICML (2)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(4)
deep metric learning
(4)
embedding space
(2)
video generation
(2)
visual similarity
(2)
image-to-video synthesis
(2)
video synthesis
(2)
bijective mapping
(2)
video prediction
(2)
few-shot learning
(1)
similarity learning
(1)
image retrieval
(1)
metric learning
(1)
motion synthesis
(1)
contrastive learning
(1)
computer vision
(1)
benchmark evaluation
(1)
pose estimation
(1)
sampling strategy
(1)
embedding learning
(1)
Papers
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning
CVPR 2023
Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
ICML 2021
Stochastic Image-to-Video Synthesis Using cINNs
CVPR 2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis
CVPR 2021
Behavior-Driven Synthesis of Human Dynamics
CVPR 2021
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis
ICCV 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning
NIPS 2021
PADS: Policy-Adapted Sampling for Visual Similarity Learning
CVPR 2020
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning
ECCV 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning
ICML 2020
Unsupervised Part-Based Disentangling of Object Shape and Appearance
CVPR 2019
Unsupervised Video Understanding by Reconciliation of Posture Similarities
ICCV 2017