Search Results for author: Roman Bachmann

Found 4 papers, 3 papers with code

MultiMAE: Multi-modal Multi-task Masked Autoencoders

1 code implementation4 Apr 2022 Roman Bachmann, David Mizrahi, Andrei Atanov, Amir Zamir

We show this pre-training strategy leads to a flexible, simple, and efficient framework with improved transfer results to downstream tasks.

Depth Estimation Image Classification +1

Training Binary Neural Networks using the Bayesian Learning Rule

4 code implementations ICML 2020 Xiangming Meng, Roman Bachmann, Mohammad Emtiyaz Khan

Our work provides a principled approach for training binary neural networks which justifies and extends existing approaches.

Continual Learning

Motion Capture from Pan-Tilt Cameras with Unknown Orientation

no code implementations30 Aug 2019 Roman Bachmann, Jörg Spörri, Pascal Fua, Helge Rhodin

We propose a method for estimating an athlete's global 3D position and articulated pose using multiple cameras.

Markerless Motion Capture

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