Search Results for author: François Chollet

Found 4 papers, 3 papers with code

On the Measure of Intelligence

3 code implementations5 Nov 2019 François Chollet

To make deliberate progress towards more intelligent and more human-like artificial systems, we need to be following an appropriate feedback signal: we need to be able to define and evaluate intelligence in a way that enables comparisons between two systems, as well as comparisons with humans.

Benchmarking

Xception: Deep Learning with Depthwise Separable Convolutions

39 code implementations CVPR 2017 François Chollet

We present an interpretation of Inception modules in convolutional neural networks as being an intermediate step in-between regular convolution and the depthwise separable convolution operation (a depthwise convolution followed by a pointwise convolution).

Classification Image Classification +1

Information-theoretical label embeddings for large-scale image classification

no code implementations19 Jul 2016 François Chollet

We present a method for training multi-label, massively multi-class image classification models, that is faster and more accurate than supervision via a sigmoid cross-entropy loss (logistic regression).

Classification General Classification +3

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