10 read-worthy books on Data Science and Machine Learning
Never before had free and open-source software experienced such a boom. For those who are interested in Machine Learning and Data Science (mostly with...
MediaPipe Iris: Real-time Iris tracking & Depth estimation
A wide range of real-world applications, including computational photography (e.g., portrait mode and glint reflections) and augmented reality effects (e.g., virtual avatars) rely on estimating eye position by...
Open-sourcing PyText for faster NLP development
PyText is a library built on PyTorch, our unified, open-source deep learning framework.
It offers several benefits for NLP development:
Simplified workflow for faster experimentation.
...
AutoML-Zero: Evolving Machine Learning Algorithms from Scratch
Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has...
New state-of-the-art voice separation model that distinguishes multiple speakers
We’re introducing a new method to separate up to five voices speaking simultaneously on a single microphone. Our method surpasses previous state-of-the-art performance on...
Optimal transport mapping via input convex neural networks
This paper presents a novel and principled approach to learning the optimal transport between two distributions, from samples. Guided by the optimal transport theory,...
Introduction to Machine Learning & AI
In this lecture, DeepMind Research Scientist and UCL Professor Thore Graepel explain DeepMind's machine learning-based approach towards AI. He examples of how deep learning...
Full list of Facebook Research at CVPR 2020 – Part 2
Continuing Part 1, the article will share all the summaries and details of the remaining Facebook Research studies presented at CVPR 2020.
21. Lightweight multiview...
Full list of Facebook Research at CVPR 2020 – Part 1
At this year’s CVPR conference, Facebook AI is pushing the state of the art forward in many important areas of Computer vision (CV), including...