539 citations · 1.5k across the 37 of their papers we have counts for
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cs.CV2015
Slow and steady feature analysis: higher order temporal coherence in video
Dinesh Jayaraman, Kristen Grauman
How can unlabeled video augment visual learning? Existing methods perform "slow" feature analysis, encouraging the representations of temporally close frames to exhibit only small…
cs.CV2015★ 3 cited
Learning image representations tied to ego-motion
Dinesh Jayaraman, Kristen Grauman
Understanding how images of objects and scenes behave in response to specific ego-motions is a crucial aspect of proper visual development, yet existing visual learning methods are…