201 citations · 315 across the 9 of their papers we have counts for
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cs.CV2018★ 1 cited
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation
Jonas Wulff, Michael J. Black
The difficulty of annotating training data is a major obstacle to using CNNs for low-level tasks in video. Synthetic data often does not generalize to real videos, while unsupervis…
cs.CV2018★ 3 cited
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Anurag Ranjan, Varun Jampani, Lukas Balles +4
We address the unsupervised learning of several interconnected problems in low-level vision: single view depth prediction, camera motion estimation, optical flow, and segmentation…