Search Results for author: François Chollet

Found 4 papers, 3 papers with code

On the Measure of Intelligence

2 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.

HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving

1 code implementation1 Mar 2017 Cezary Kaliszyk, François Chollet, Christian Szegedy

We propose various machine learning tasks that can be performed on this dataset, and discuss their significance for theorem proving.

Automated Theorem Proving

Xception: Deep Learning with Depthwise Separable Convolutions

33 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).

Image Classification

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 +1

Cannot find the paper you are looking for? You can Submit a new open access paper.