A Gentle Introduction to Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the core foundations of machine learning. This member-only story is on us. Upgrade to access all of Medium. Image Source: https://medium.com/syncedreview/uc-berkeley-uses-a-causal-perspective-to-formalise-the-desiderata-for-representation-learning-f2a7cf9c96a3 I recently started an AI-focused educational newsletter, that already has over …
Some Key Ideas About Representation Learning
Author(s): Jesus Rodriguez Originally published on Towards AI. A foundational piece of every machine learning solution. This member-only story is on us. Upgrade to access all of Medium. Source: https://syncedreview.com/2021/09/16/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-105/ I recently started an AI-focused educational newsletter, that already has over 125,000 …
These Are the Two Main Types of Adversarial Attacks in Neural Networks
Author(s): Jesus Rodriguez Originally published on Towards AI. Black-box and white-box attacks are the two types of adversarial attacks that ML engineers should understand. This member-only story is on us. Upgrade to access all of Medium. Source: https://bdtechtalks.com/2020/12/07/vonenet-neurscience-inspired-deep-learning/ I recently started an …
AI Researchers Are Constantly Trying To Recreate These Cognitive Functions of the Human Brain
Author(s): Jesus Rodriguez Originally published on Towards AI. Attention, memory, imagination, inference, and continual learning are cognitive functions of the human brain that are at the forefront of AI research. This member-only story is on us. Upgrade to access all of Medium. …
Uber Uses This Framework for Rapid ML Development
Author(s): Jesus Rodriguez Originally published on Towards AI. PyML is a framework that allows the rapid development of ML models compatible with Uber’s infrastructure. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started …
Backtesting Machine Learning Models the Uber Way
Author(s): Jesus Rodriguez Originally published on Towards AI. The architecture is used to regularly back-test hundreds of forecasting models at Uber. This member-only story is on us. Upgrade to access all of Medium. Image Credit: Uber I recently started an AI-focused educational …
Meta Just Updated the Largest Computer Vision Model in History
Author(s): Jesus Rodriguez Originally published on Towards AI. SEER v2 represents one of the most important evolutions in self-supervised computer vision models. This member-only story is on us. Upgrade to access all of Medium. Source: https://analyticsindiamag.com/a-guide-to-self-supervised-learning-in-computer-vision/ I recently started an AI-focused educational …
OpenAI’s Approach to Solve Math Word Problems
Author(s): Jesus Rodriguez Originally published on Towards AI. A new research paper and dataset look to make progress in one of the toughest areas of deep learning. This member-only story is on us. Upgrade to access all of Medium. Source: https://www.quantamagazine.org/symbolic-mathematics-finally-yields-to-neural-networks-20200520/ Yesterday’s …
Microsoft’s New Ideas About Generative Models
Author(s): Jesus Rodriguez Originally published on Towards AI. Optimus, FQ-GAN, and Prevalent bring new ideas to apply generative models at a large scale. This member-only story is on us. Upgrade to access all of Medium. Source: https://learnopencv.com/generative-and-discriminative-models/ I recently started an AI-focused …
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