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Hi!
As reported in the technical report, promptSAM utilized one shot and zero-shot learning.
What is the implementation detail? To be more specific, which data are used for training? And for one…
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> one-shot learning以及zero shot learning都属于迁移学习领域,主要研究的是网络少样本精准分类问题
# Reference
- [ ] [机器人学习最前沿:一眼模仿学习(One-Shot Imitation Learning)的三级跳](https://zhuanlan.zhihu.com/p/33789604)
- [ ] [One-shot Lear…
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## 一言でいうと
模倣学習において人の1回のデモで目的のタスクを教示する論文。色のついたブロックを指定通りに積み重ねるというタスクにおいて、予め様々な積み重ね方のタスクを学習させ、未知な積み重ね方に対して1度人がデモを行い、現在状態とデモを入力として行動を生成するネットワークを用いて動作生成を行っている。
![one_shot_imitation_learning](https://us…
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i think it is a good idea to give a simple example of one shot learning
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One-Shot Visual Imitation Learning via Meta-Learning
Chelsea Finn, Tianhe Yu, Tianhao Zhang, Pieter Abbeel, Sergey Levine
Conference on Robot Learning, 2017 (to appear). First two authors contributed …
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Dear Author,
i am interested in using few shot learning to collect images via few shot learning model for my thesis.
I want to take one picture per class and these are used as support set.
Afterw…
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https://doi.org/10.1021/acscentsci.6b00367 (preprint https://arxiv.org/abs/1611.03199)
> Recent advances in machine learning have made significant contributions to drug discovery. Deep neural netwo…
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can i use it for one-shot learning instead of face verification? will you recommend the same parameter setting?
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Learning One-Shot Imitation from Humans without Humans
Alessandro Bonardi, Stephen James, Andrew J. Davison
Videos can be found here: this https URL
https://arxiv.org/abs/1911.01103
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Demonstrate Once, Imitate Immediately (DOME): Learning Visual Servoing for One-Shot Imitation Learning
Eugene Valassakis, Georgios Papagiannis, Norman Di Palo, Edward Johns
To be published at IROS 202…