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…5 min read·Aug 22, 2022----
Julien DespoisinHeartbeatUsing Generative Deep Learning Models On-Device, Part 2: Text & AudioCreating text and audio on mobile devices with machine learning6 min read·Aug 14, 2019----
Julien DespoisinHeartbeatUsing Generative Deep Learning Models On-DevicePart 1: Images7 min read·Mar 12, 2019----
Julien DespoisinHeartbeatHow smartphones handle huge Neural Networks6 powerful techniques that enable neural networks to run on mobile phones in real time.7 min read·Apr 24, 2018--3--3
Julien DespoisinHackerNoon.comMemorizing is not learning! — 6 tricks to prevent overfitting in machine learning.Introduction7 min read·Mar 22, 2018--8--8
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.7 min read·Mar 16, 2018--2--2
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!7 min read·Mar 13, 2018--1--1
Julien DespoisinHackerNoon.comAdversarial Examples and their implications - Deep Learning bits #3Featured: Adversarial examples, future of deep learning, security and attacks6 min read·Aug 11, 2017--1--1
Julien DespoisinHackerNoon.comLatent space visualization — Deep Learning bits #2Featured: interpolation, t-SNE projection (with gifs & examples!)7 min read·Feb 24, 2017--6--6
Julien DespoisinHackerNoon.comAutoencoders — Deep Learning bits #1Featured: data compression, image reconstruction and segmentation (with examples!)5 min read·Feb 7, 2017--3--3