Search Results for author: Kevin Shen

Found 5 papers, 1 papers with code

Simplicity in Complexity

no code implementations5 Mar 2024 Kevin Shen, Surabhi S Nath, Aenne Brielmann, Peter Dayan

We find that complexity is well-explained by a simple linear model with these two features across six diverse image-sets of naturalistic scene and art images.

Classification of the Fashion-MNIST Dataset on a Quantum Computer

no code implementations4 Mar 2024 Kevin Shen, Bernhard Jobst, Elvira Shishenina, Frank Pollmann

The potential impact of quantum machine learning algorithms on industrial applications remains an exciting open question.

Benchmarking Quantum Machine Learning

Learning to Caption Images through a Lifetime by Asking Questions

1 code implementation1 Dec 2018 Kevin Shen, Amlan Kar, Sanja Fidler

In order to bring artificial agents into our lives, we will need to go beyond supervised learning on closed datasets to having the ability to continuously expand knowledge.

Active Learning Image Captioning

Generalized Latent Variable Recovery for Generative Adversarial Networks

no code implementations9 Oct 2018 Nicholas Egan, Jeffrey Zhang, Kevin Shen

The Generator of a Generative Adversarial Network (GAN) is trained to transform latent vectors drawn from a prior distribution into realistic looking photos.

Generative Adversarial Network

Are You Sure You Want To Do That? Classification with Verification

no code implementations7 Sep 2018 Harris Chan, Atef Chaudhury, Kevin Shen

Classification systems typically act in isolation, meaning they are required to implicitly memorize the characteristics of all candidate classes in order to classify.

General Classification Memorization

Cannot find the paper you are looking for? You can Submit a new open access paper.