849 citations · 2k across the 67 of their papers we have counts for
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Anticipating Visual Representations from Unlabeled Video
Carl Vondrick, Hamed Pirsiavash, Antonio Torralba
Anticipating actions and objects before they start or appear is a difficult problem in computer vision with several real-world applications. This task is challenging partly because…
Do We Need More Training Data?
Xiangxin Zhu, Carl Vondrick, Charless Fowlkes +1
Datasets for training object recognition systems are steadily increasing in size. This paper investigates the question of whether existing detectors will continue to improve as dat…
Visualizing Object Detection Features
Carl Vondrick, Aditya Khosla, Hamed Pirsiavash +2
We introduce algorithms to visualize feature spaces used by object detectors. Our method works by inverting a visual feature back to multiple natural images. We found that these vi…