334 citations · 883 across the 97 of their papers we have counts for
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cs.CV2017★ 304 cited
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh +1
The success of deep learning in vision can be attributed to: (a) models with high capacity; (b) increased computational power; and (c) availability of large-scale labeled data. Sin…
cs.CV2017★ 7 cited
A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection
Xiaolong Wang, Abhinav Shrivastava, Abhinav Gupta
How do we learn an object detector that is invariant to occlusions and deformations? Our current solution is to use a data-driven strategy -- collect large-scale datasets which hav…