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Hey there,
when I run `Wombat simple` in active learning mode and use the `ConsoleOracle`, `Wombat simple` falls back to `unsupervised` (cf. line 78 in `MLPipeline.java` and the oracle is directly …
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### Description
I've been thinking a ways to evaluate out active learning training phases (mentioned in #29). We have currently trained a baseline model based on the good quality (✅ ) segmentations a…
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Implement the hierarchical sampling algorithm from [Dasgupta and Hsu paper](https://dl.acm.org/citation.cfm?id=1390183).
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Post your questions about: “[When Big Data is Too Small - Sampling, Crowd-Sourcing and Bias (Links to an external site.)](https://docs.google.com/document/d/1j4mReKY_pG29e5B8JTCEbx2ITvNHKhMNZT1rJMM4R7…
lkcao updated
2 years ago
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Thanks for publishing such a great project for finding data issues. After reviewing some of the examples, I would like to hear your guidance for the following situation:
How to find human annotator…
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Check these out.
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.52.9672&rep=rep1&type=pdf
https://www.jair.org/media/295/live-295-1554-jair.pdf
I think ensemble learning and active learning…
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- arXiv 링크: [Click](https://arxiv.org/pdf/1901.05954.pdf)
- 요약: batch 단위로 어노테이터에게 쿼리를 보내는 **미니 배치 기반으로 Diversity와 Informativeness를 결합**한 AL 방법론이다. **K-means를 사용**하여 iteration 별 k개의 센터와 가장 가까운 인스턴스들을 …
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**Incorrect labels in Active Learning**
![2](https://user-images.githubusercontent.com/1509875/58536040-04a60980-8222-11e9-89b3-0b86429cb43c.png)
The problem seems caused by the label offset in …
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Now that CNTK is no longer being developed out, the development is being focused on ONNX, it would be great if we could get the Onnx JS support: https://github.com/Microsoft/onnxjs built into VoTT in …