Julien DespoisInterpolating in t-SNE space with Natural NeighborsIn deep learning, we often work with spaces that have hundreds or thousands of dimensions, such as the latent space of neural networks. As…Aug 22, 2022Aug 22, 2022
Julien DespoisinHeartbeatUsing Generative Deep Learning Models On-Device, Part 2: Text & AudioCreating text and audio on mobile devices with machine learningAug 14, 2019Aug 14, 2019
Julien DespoisinHeartbeatUsing Generative Deep Learning Models On-DevicePart 1: ImagesMar 12, 2019Mar 12, 2019
Julien DespoisinHeartbeatHow smartphones handle huge Neural Networks6 powerful techniques that enable neural networks to run on mobile phones in real time.Apr 24, 20183Apr 24, 20183
Julien DespoisinHackerNoon.comMemorizing is not learning! — 6 tricks to prevent overfitting in machine learning.IntroductionMar 22, 20188Mar 22, 20188
Julien DespoisinHackerNoon.comStop Feeding Garbage To Your Model! — The 6 biggest mistakes with datasets and how to avoid them.Learn how to build killer datasets by avoiding the most frequent mistakes in Data Science, plus tips, tricks and kittens.Mar 16, 20182Mar 16, 20182
Julien DespoisinHackerNoon.comUsing Q-Learning to teach a robot how to walk — A.I. Odyssey part. 3In this episode: Q-Values, Reinforcement learning, and more. Make sure to check out part. 1 and part. 2 too!Mar 13, 20181Mar 13, 20181
Julien DespoisinHackerNoon.comAdversarial Examples and their implications - Deep Learning bits #3Featured: Adversarial examples, future of deep learning, security and attacksAug 11, 20171Aug 11, 20171
Julien DespoisinHackerNoon.comLatent space visualization — Deep Learning bits #2Featured: interpolation, t-SNE projection (with gifs & examples!)Feb 24, 20176Feb 24, 20176
Julien DespoisinHackerNoon.comAutoencoders — Deep Learning bits #1Featured: data compression, image reconstruction and segmentation (with examples!)Feb 7, 20173Feb 7, 20173