1.1k citations · 7.8k across the 180 of their papers we have counts for
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cs.CV2018★ 7 cited
A Bayesian Perspective of Convolutional Neural Networks through a Deconvolutional Generative Model
Tan Nguyen, Nhat Ho, Ankit Patel +3
Inspired by the success of Convolutional Neural Networks (CNNs) for supervised prediction in images, we design the Deconvolutional Generative Model (DGM), a new probabilistic gener…
cs.CV2018★ 8 cited
Question Type Guided Attention in Visual Question Answering
Yang Shi, Tommaso Furlanello, Sheng Zha +1
Visual Question Answering (VQA) requires integration of feature maps with drastically different structures and focus of the correct regions. Image descriptors have structures at mu…