Search Results for author: Mayoore Jaiswal

Found 3 papers, 0 papers with code

NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search

no code implementations23 Jun 2020 Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee

The typical way of conducting large scale NAS is to search for an architectural building block on a small dataset (either using a proxy set from the large dataset or a completely different small scale dataset) and then transfer the block to a larger dataset.

Neural Architecture Search

Assessing Shape Bias Property of Convolutional Neural Networks

no code implementations21 Mar 2018 Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran

In order to conduct large scale experiments, we propose using the model accuracy on images with reversed brightness as a metric to evaluate the shape bias property.

One-Shot Learning

On the Limitation of Convolutional Neural Networks in Recognizing Negative Images

no code implementations20 Mar 2017 Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran

To this end, we evaluate CNNs on negative images, since they share the same structure and semantics as regular images and humans can classify them correctly.

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