15 citations · 37 across the 9 of their papers we have counts for
3 papers · 2 filters
A Novel Framework for Robustness Analysis of Visual QA Models
Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly +1
Deep neural networks have been playing an essential role in many computer vision tasks including Visual Question Answering (VQA). Until recently, the study of their accuracy was th…
Robustness Analysis of Visual QA Models by Basic Questions
Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly +2
Visual Question Answering (VQA) models should have both high robustness and accuracy. Unfortunately, most of the current VQA research only focuses on accuracy because there is a la…
VQABQ: Visual Question Answering by Basic Questions
Jia-Hong Huang, Modar Alfadly, Bernard Ghanem
Taking an image and question as the input of our method, it can output the text-based answer of the query question about the given image, so called Visual Question Answering (VQA).…