Uta Büchler

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 9

Top Topics

Spatiotemporal Data

Dimensionality Reduction Methods

Unsupervised Learning

Embedding Space

Top Venues

Publications

Bing Shuai, Alessandro Bergamo, Uta Büchler, Andrew G. Berneshawi, Alyssa Boden, Joseph Tighe
Large Scale Real-World Multi-person Tracking. ECCV (8) (2022)
Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer
Unsupervised behaviour analysis and magnification (uBAM) using deep learning. Nat. Mach. Intell. 3 (6) (2021)
Michael Dorkenwald, Uta Büchler, Björn Ommer
Unsupervised Magnification of Posture Deviations Across Subjects. CVPR (2020)
Biagio Brattoli, Uta Büchler, Michael Dorkenwald, Philipp Reiser, Linard Filli, Fritjof Helmchen, Anna-Sophia Wahl, Björn Ommer
uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning. CoRR (2020)
Artsiom Sanakoyeu, Vadim Tschernezki, Uta Büchler, Björn Ommer
Divide and Conquer the Embedding Space for Metric Learning. CVPR (2019)
Artsiom Sanakoyeu, Vadim Tschernezki, Uta Büchler, Björn Ommer
Divide and Conquer the Embedding Space for Metric Learning. CoRR (2019)
Uta Büchler, Biagio Brattoli, Björn Ommer
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning. CoRR (2018)
Uta Büchler, Biagio Brattoli, Björn Ommer
Improving Spatiotemporal Self-supervision by Deep Reinforcement Learning. ECCV (15) (2018)
Biagio Brattoli, Uta Büchler, Anna-Sophia Wahl, Martin E. Schwab, Björn Ommer
LSTM Self-Supervision for Detailed Behavior Analysis. CVPR (2017)
Borislav Antic, Uta Büchler, Anna-Sophia Wahl, Martin E. Schwab, Björn Ommer
Spatiotemporal Parsing of Motor Kinematics for Assessing Stroke Recovery. MICCAI (3) (2015)