9 citations · 28 across the 13 of their papers we have counts for
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cs.CV2020
Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation
Simon Jenni, Paolo Favaro
Current state-of-the-art methods cast monocular 3D human pose estimation as a learning problem by training neural networks on large data sets of images and corresponding skeleton p…
cs.CV2020
Video Representation Learning by Recognizing Temporal Transformations
Simon Jenni, Givi Meishvili, Paolo Favaro
We introduce a novel self-supervised learning approach to learn representations of videos that are responsive to changes in the motion dynamics. Our representations can be learned…
cs.CV2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics
Simon Jenni, Hailin Jin, Paolo Favaro
We introduce a novel principle for self-supervised feature learning based on the discrimination of specific transformations of an image. We argue that the generalization capability…