Search Results for author: Andrew Aitken

Found 5 papers, 3 papers with code

Smile, Be Happy :) Emoji Embedding for Visual Sentiment Analysis

no code implementations14 Jul 2019 Ziad Al-Halah, Andrew Aitken, Wenzhe Shi, Jose Caballero

Additionally, we introduce a novel emoji representation based on their visual emotional response which supports a deeper understanding of the emoji modality and their usage on social media.

Sentiment Analysis Transfer Learning

Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize

3 code implementations10 Jul 2017 Andrew Aitken, Christian Ledig, Lucas Theis, Jose Caballero, Zehan Wang, Wenzhe Shi

Compared to sub-pixel convolution initialized with schemes designed for standard convolution kernels, it is free from checkerboard artifacts immediately after initialization.

Is the deconvolution layer the same as a convolutional layer?

6 code implementations22 Sep 2016 Wenzhe Shi, Jose Caballero, Lucas Theis, Ferenc Huszar, Andrew Aitken, Christian Ledig, Zehan Wang

In this note, we want to focus on aspects related to two questions most people asked us at CVPR about the network we presented.

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