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Hello,
Could you please let me know where exactly is the "novelty detection" part of the paper "Zero-Shot Learning Through Cross-Modal Transfer" in your code.
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Thank you for sharing with us this outstanding work.I'm really impressed.
May I know if the code for One-Class Novelty Detection task applied on cifar-10 dataset is also available for public.
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Hello, I did not see any novelty detection algorithm in the PyOD, is it possible to provide novelty detection algorithms, which are different from outlier or anomaly detection algorithms?
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In GitLab by @as6520 on Apr 23, 2020, 15:34
Currently Novelty Detector does feature extraction, novelty_detection and novelty_characterization. We can split this up into different classes with novelt…
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### 論文へのリンク
- [[arXiv:1903.08550] OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations](https://arxiv.org/abs/1903.08550)
### 著者・所属機関
Pramuditha Perera, Rames…
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More and more CL papers are tackling unsupervised and a mix of supervised and unsupervised learning in the different tasks. I don't think there is a clean way to address that in avalanche right now s…
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[Not sure whether this should be an issue, feel free to change it into a 'discussion'.]
We recently published a paper where we established optimal default hyperparameter values for a number of nove…
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![image](https://user-images.githubusercontent.com/12249301/34400788-1c7e2fb0-ebd8-11e7-8025-afc050d7a06a.png)
UserModelを表現する際に、従来は単語の集合などが用いられてきたが、これではContextの情報が失われてしまうことを指摘。これを解決するために、sentenceの集…
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The current implementation of LOF doesn't allow changing the distance metric to 'cosine', for example or setting novelty = True which prevents it from being used for novelty detection task. It will be…
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http://www.inf-cv.uni-jena.de/Forschung/paperProjects/Kernel+Null+Space+Met
hods+for+Novelty+Detection.html