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Fast Linear Model for Knowledge Graph Embeddings
Armand Joulin, Edouard Grave, Piotr Bojanowski +2
This paper shows that a simple baseline based on a Bag-of-Words (BoW) representation learns surprisingly good knowledge graph embeddings. By casting knowledge base completion and q…
Optimizing the Latent Space of Generative Networks
Piotr Bojanowski, Armand Joulin, David Lopez-Paz +1
Generative Adversarial Networks (GANs) have achieved remarkable results in the task of generating realistic natural images. In most successful applications, GAN models share two co…
Unsupervised Learning by Predicting Noise
Piotr Bojanowski, Armand Joulin
Convolutional neural networks provide visual features that perform remarkably well in many computer vision applications. However, training these networks requires significant amoun…
Variable Computation in Recurrent Neural Networks
Yacine Jernite, Edouard Grave, Armand Joulin +1
Recurrent neural networks (RNNs) have been used extensively and with increasing success to model various types of sequential data. Much of this progress has been achieved through d…