3 citations · 4 across the 3 of their papers we have counts for
4 papers
Generating Rationales in Visual Question Answering
Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley +1
Despite recent advances in Visual QuestionAnswering (VQA), it remains a challenge todetermine how much success can be attributedto sound reasoning and comprehension ability.We seek…
Progressive Growing of Neural ODEs
Hammad A. Ayyubi, Yi Yao, Ajay Divakaran
Neural Ordinary Differential Equations (NODEs) have proven to be a powerful modeling tool for approximating (interpolation) and forecasting (extrapolation) irregularly sampled time…
GANspection
Hammad A. Ayyubi
Generative Adversarial Networks (GANs) have been used extensively and quite successfully for unsupervised learning. As GANs don't approximate an explicit probability distribution,…
Enforcing Reasoning in Visual Commonsense Reasoning
Hammad A. Ayyubi, Md. Mehrab Tanjim, David J. Kriegman
The task of Visual Commonsense Reasoning is extremely challenging in the sense that the model has to not only be able to answer a question given an image, but also be able to learn…