Search Results for author: Jose Alvarez

Found 3 papers, 0 papers with code

AdaViT: Adaptive Tokens for Efficient Vision Transformer

no code implementations CVPR 2022 Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

A-ViT achieves this by automatically reducing the number of tokens in vision transformers that are processed in the network as inference proceeds.

Image Classification

DecomposeMe: Simplifying ConvNets for End-to-End Learning

no code implementations17 Jun 2016 Jose Alvarez, Lars Petersson

Deep learning and convolutional neural networks (ConvNets) have been successfully applied to most relevant tasks in the computer vision community.

Motion Estimation via Robust Decomposition with Constrained Rank

no code implementations22 Oct 2014 German Ros, Jose Alvarez, Julio Guerrero

To this end we propose the Robust Decomposition with Constrained Rank (RD-CR), a proximal gradient based method that enforces the rank constraints inherent to motion estimation.

Motion Estimation Outlier Detection +1

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