Sep 22, 2017 · We show that FiLM layers are highly effective for visual reasoning - answering image-related questions which require a multi-step, high-level ...
Apr 29, 2018 · We show that FiLM layers are highly effective for visual reasoning - answering image-related questions which require a multi-step, high-level ...
This code implements a Feature-wise Linear Modulation approach to Visual Reasoning - answering multi-step questions on images. This codebase reproduces ...
A FiLM layer carries out a simple, feature-wise affine transformation on a neural network's intermediate features, conditioned on an arbitrary input. In the ...
Nov 27, 2019 · For example, our ablations showed that using a single FiLM layer early in the CNN achieves roughly the same performance as using 4 FiLM layers ...
Feb 2, 2018 · We show that FiLM layers are highly effective for visual reasoning — answering image-related questions which require a multi-step, high-level ...
We show that FiLM layers are highly effective for visual reasoning - answering image-related questions which require a multi-step, high-level process - a task ...
Sep 27, 2017 · I see a lot of papers on visual reasoning using module like networks. Are there papers that deal with reasoning from texts using modular like ...
It is shown that FiLM layers are highly effective for visual reasoning - answering image-related questions which require a multi-step, high-level process ...
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Jul 9, 2018 · These layers are parametrized by some form of conditioning information, and the mapping from conditioning information to FiLM parameters (i.e., ...