Search Results for author: Harry Lang

Found 2 papers, 1 papers with code

Deep Learning Meets Projective Clustering

no code implementations ICLR 2021 Alaa Maalouf, Harry Lang, Daniela Rus, Dan Feldman

Based on this approach, we provide a novel architecture that replaces the original embedding layer by a set of $k$ small layers that operate in parallel and are then recombined with a single fully-connected layer.

Clustering

Provable Filter Pruning for Efficient Neural Networks

2 code implementations ICLR 2020 Lucas Liebenwein, Cenk Baykal, Harry Lang, Dan Feldman, Daniela Rus

We present a provable, sampling-based approach for generating compact Convolutional Neural Networks (CNNs) by identifying and removing redundant filters from an over-parameterized network.

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