Publications (5)
Logarithmically larger deletion codes of all distances
Noga Alon, Gabriela Bourla, Ben Graham +2
The deletion distance between two binary words is the smallest such that and share a common subsequence of length . A set of binary words o…
Replay: Multi-modal Multi-view Acted Videos for Casual Holography
Roman Shapovalov, Yanir Kleiman, Ignacio Rocco +6
We introduce Replay, a collection of multi-view, multi-modal videos of humans interacting socially. Each scene is filmed in high production quality, from different viewpoints with…
Sparse 3D convolutional neural networks
Ben Graham
We have implemented a convolutional neural network designed for processing sparse three-dimensional input data. The world we live in is three dimensional so there are a large numbe…
Efficient batchwise dropout training using submatrices
Ben Graham, Jeremy Reizenstein, Leigh Robinson
Dropout is a popular technique for regularizing artificial neural networks. Dropout networks are generally trained by minibatch gradient descent with a dropout mask turning off som…
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
Ben Graham, Alaaeldin El-Nouby, Hugo Touvron +4
We design a family of image classification architectures that optimize the trade-off between accuracy and efficiency in a high-speed regime. Our work exploits recent findings in at…