42 citations · 244 across the 31 of their papers we have counts for
3 papers · 1 filter
Top-down Visual Saliency Guided by Captions
Vasili Ramanishka, Abir Das, Jianming Zhang +1
Neural image/video captioning models can generate accurate descriptions, but their internal process of mapping regions to words is a black box and therefore difficult to explain. T…
Top-down Neural Attention by Excitation Backprop
Jianming Zhang, Zhe Lin, Jonathan Brandt +2
We aim to model the top-down attention of a Convolutional Neural Network (CNN) classifier for generating task-specific attention maps. Inspired by a top-down human visual attention…
Salient Object Subitizing
Jianming Zhang, Shugao Ma, Mehrnoosh Sameki +6
We study the problem of Salient Object Subitizing, i.e. predicting the existence and the number of salient objects in an image using holistic cues. This task is inspired by the abi…