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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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# Problems
>> Case 1 : Give ontology information (Graph Schema) and extract cypher query,
>> Case 2 : Give few examples which contains knowledge graph information, and learn, and extract cypher quer…
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Train at `opus.yaml`, then copy trained model and run a few epochs on `base.yaml`.
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E. Triantafillou et. al. [1] had experiments for few-shot learning with class imbalance to see if the class imbalance actually impacts to the performance of the few-shot learning methods.
**Resul…
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# どんなもの？
## 論文リンク
https://arxiv.org/abs/1712.07136v2
## 著者/所属機関
## 媒体
## 投稿日付
# 先行研究と比べてどこがすごい？
# 技術や手法のキモはどこ？
# どうやって有効だと検証した？
# 議論はある？
# 次に読むべき論文は？
upura updated
6 years ago
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### Describe the issue
Hi there,
I have some images and some custom explain.
So I want to implement few shot learning to make summaries of my images.
This is my current implement:
```
templ…
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I just want to test the performance of the few-shot in-context learning capability. But I found an issue. I added the Instruction and response few-shot examples before the question and the generated r…
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Thank you for your excellent work. Recently, we are trying to reproduce this work. We are wondering what factors are considered for round 1 to use the few-shot form of Thought/Action/Action Input/Obse…
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# C-FSCIL (CVPR 2022)
Constrained Few-shot Class-incremental Learning, CVPR 2022. [[paper](https://arxiv.org/abs/2203.16588)][[code](https://github.com/IBM/constrained-FSCIL)]
## Institution & A…
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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…