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What Is Zero-Shot Learning?
IBM
Zero-shot learning is a machine learning problem in which an AI model is trained to recognize and categorize objects or concepts that it has...
6 months ago
How do zero-shot, one-shot and few-shot learning differ?
Analytics India Magazine
Zero-shot learning has found application in critical areas like healthcare for medical imaging and COVID-19 diagnosis using chest x-rays.
2 weeks ago
Zero-shot learning helps Intrinsic pave the future for robotics
Fierce Electronics
Roboticists are learning new ways to teach robots to grasp items and to work in coordination with other robots at much faster speeds—skills...
2 months ago
What Is Few-Shot Learning?
IBM
Few-shot learning is a machine learning framework where an AI model learns to make accurate predictions by training on a very small number of labeled...
5 months ago
Zero-shot text classification with Amazon SageMaker JumpStart
Amazon Web Services
by David Laredo, Vikram Elango, and Vivek Madan | on 11 AUG 2023 | in Amazon SageMaker, Amazon SageMaker JumpStart, Expert (400), Technical How-to...
11 months ago
BERTopic: What Is So Special About v0.16?
Towards Data Science
My ambition for BERTopic is to make it the one-stop shop for topic modeling by allowing for significant flexibility and modularity.
7 months ago
GPT-3 : Few Shot Learning for Language Model?
Unite.AI
In the past few years, the AI and ML industry has witnessed a meteoric rise in the development & application of the NLP systems as...
11 months ago
Author Post: How ‘Zero-Shot’ AI Is Poised To Revolutionize The Chatbot Industry
Forbes
"AI will change the way that we work and run our businesses. Those who are best prepared, and who take advantage of new opportunities now,...
20 months ago
The promise of zero-shot learning for alcohol image detection: comparison with a task-specific deep learning algorithm
Nature
Exposure to alcohol content in media increases alcohol consumption and related harm. With exponential growth of media content,...
12 months ago
The Unreasonable Effectiveness of Zero Shot Learning
infoq.com
Roland Meertens shows how one can get started deploying models without requiring any data, discussing foundational models, and examples of...
25 months ago