Top news of the week: 04.05.2022.
Research
Better Automation for Higher Accuracy AI Models
At Luminide, we are working hard to build a platform that will revolutionize AI development. In this post, we are excited to share some details with you.
Does evolution estimate gradients?
A gradient-based (left) and a gradient-free (right) algorithm that minimise the same noisy quadratic loss function. Color indicates performance.
The Stanford Natural Language Processing Group
Aligning Language Models with Human Preferences Ethan Perez, NYU Venue: Zoom (link hidden) Abstract Self-supervised learning objectives are highly effective at pretraining …
The low-no-code series - OctoML: Why ML is the next frontier
This is a guest post for the Computer Weekly Developer Network written by Jason Knight in his capacity as co-founder & CPO of OctoML – a company known for its platform and solutions ...
Flamingo: a Visual Language Model for Few-Shot Learning
Building models that can be rapidly adapted to numerous tasks using only a handful of annotated examples is an open challenge for multimodal machine learning research. We introduce ...
How AI Is Being Transformed by ‘Foundation Models’
And the need for ethical self-governance among AI researchers.
Vision Transformers 1: Low Earth Orbit Satellites
At Myrtle.ai, we have been investigating whether Vision Transformers would make a good candidate algorithm for deployment on a Low Earth Orbit (LEO) satellite system. LEO is a commonly used ...
On the effect of pre-training corpora on in-context learning by large-scale language model.
We investigated the effect of the source and size of pre-training corpora on in-context few-shot and zero-shot learning in HyperCLOVA, a Korean AI platform based on GPT-3.