241 citations · 983 across the 67 of their papers we have counts for
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cs.CV2017★ 11 cited
Saliency-based Sequential Image Attention with Multiset Prediction
Sean Welleck, Jialin Mao, Kyunghyun Cho +1
Humans process visual scenes selectively and sequentially using attention. Central to models of human visual attention is the saliency map. We propose a hierarchical visual archite…
cs.LG2017★ 14 cited
Loss Functions for Multiset Prediction
Sean Welleck, Zixin Yao, Yu Gai +3
We study the problem of multiset prediction. The goal of multiset prediction is to train a predictor that maps an input to a multiset consisting of multiple items. Unlike existing…