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The "Lesion Aid System: Skin Lesion Generation and Classification using ViT" project involves a comprehensive approach to skin cancer detection and classification. It focuses on using cutting-edge art…
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Hello there,
Total dilettante here - I was wondering if its possible to create GANs with either the current version or V2 of Synaptic. If not then I'd be interested in any generative models (seems Sy…
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In case you guys haven't seen it, this paper came out recently and looks kind of interesting: https://arxiv.org/abs/1701.01329
My first couple read throughs leave me with some questions. The paper …
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### 論文へのリンク
[[arXiv:2006.12681] Contrastive Generative Adversarial Networks](https://arxiv.org/abs/2006.12681)
### 著者・所属機関
Minguk Kang, Jaesik Park
- Graduate School of Artificial Intellig…
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### 論文へのリンク
[[arXiv:2004.05472] Autoencoding Generative Adversarial Networks](https://arxiv.org/abs/2004.05472)
### 著者・所属機関
Conor Lazarou
- Flatland Data Solutions, Saskatoon, Canada
##…
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Second paragraph ~
>But there is more to machine learning than just solving discriminative tasks. For example, given a large dataset, without any labels, we might want to **learn a model** that co…
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## 一言でいうと
GANのmode collapse(似たような画像しか生成されなくなる問題)を防ぐため、lossにエントロピーの項を追加した研究。エントロピーが大きいほど分散が大きい=似た画像のみ乗せ生成を抑止できる。(周辺)エントロピーの計算は困難だが、直接不偏モンテカルロ推定で近似を行っている。
### 論文リンク
https://arxiv.org/abs/1910.0…
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[😍😍Click Here to Visit the Free Undress AI😍😍](https://witbeam.net/)
[😍😍Click Here to Visit the Free Undr…
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### 論文へのリンク
[[arXiv:2009.13311] EvolGAN: Evolutionary Generative Adversarial Networks](https://arxiv.org/abs/2009.13311)
### 著者・所属機関
Baptiste Roziere, Fabien Teytaud, Vlad Hosu, Hanhe Lin, Je…
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### 論文へのリンク
[[arXiv:1805.08318] Self-Attention Generative Adversarial Networks](https://arxiv.org/abs/1805.08318)
### 著者・所属機関
Han Zhang, Ian Goodfellow, Dimitris Metaxas, Augustus Odena
- …