Questions tagged [few-shot-learning]
4 questions
3
votes
0 answers
What is zero-shot vs one-short vs few-shot learning?
Are there any papers/research work that deals with generalizing the matrix of how the *-shot(s) learning are defined?
There's a wide variety of papers that titled themselves as *-shot(s) learning, with some variants of how *-shots are defined,…
alvas
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2 answers
How to find entity names in non-grammaratical text?
Given:
Bella Pharma Rosuvas 5 Enalapril 10 Domperidone 10 Ned's 24 by 7 PCM 650 Teneligliptin 5 ...
Get: (1,2,shop), (3,4,med), (5,6,med), (7,8,med), (9,12,shop), (13,14,med), ... i.e. words 1 and 2 denote a shop name, 3 and 4 denote a medicine…
R J.
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1
vote
1 answer
Should number of classes be the same in few shot learning train and test?
I used to believe in k-way-n-shot few-shot learning, k and n (number of classes and samples from each class respectively) must be the same in train and test phases. But now I come across a git repository for few-shot learning that uses different…
Marzi Heidari
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1 answer
Which Python lib to use for classify data without training any model?
I want to classify data without training any model (nor using neural networks?), Should I use scikit-learn or scipy?
There are also others like pytorch or keras that also have the classify method. Which one to choose and why?
SSSOF
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