539 citations · 1.5k across the 37 of their papers we have counts for
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cs.CV2016★ 3 cited
Pano2Vid: Automatic Cinematography for Watching 360 Videos
Yu-Chuan Su, Dinesh Jayaraman, Kristen Grauman
We introduce the novel task of Pano2Vid automatic cinematography in panoramic 360 videos. Given a 360 video, the goal is to direct an imaginary camera to vi…
cs.CV2016★ 8 cited
Object-Centric Representation Learning from Unlabeled Videos
Ruohan Gao, Dinesh Jayaraman, Kristen Grauman
Supervised (pre-)training currently yields state-of-the-art performance for representation learning for visual recognition, yet it comes at the cost of (1) intensive manual annotat…
cs.CV2016
Look-ahead before you leap: end-to-end active recognition by forecasting the effect of motion
Dinesh Jayaraman, Kristen Grauman
Visual recognition systems mounted on autonomous moving agents face the challenge of unconstrained data, but simultaneously have the opportunity to improve their performance by mov…