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### Type of Edit (select all that apply)
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### Description (optional)
Imbalanced dataset is relevant primarily in the context of supervised machine lea…
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- [Musegan: Multi-track sequential generative adversarial networks for symbolic music generation and accompaniment](https://ojs.aaai.org/index.php/AAAI/article/view/11312): human-AI cooperative music …
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ACM Multimedia, (2019).
Attention付きConditional GAN(ACGAN)を提案し,Video Summarizationにおいて,SumMeとTVSumでSOTAを達成.
![image](https://user-images.githubusercontent.com/18545255/70013490-2e6a2f80-15bb-11ea-8…
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None of these are necessary, I'm just listing them to keep track of all the possible small-ish changes that might improve performance or reduce the need for resources:
Normalizations:
- [ ] [Bat…
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## 📝 Introduction
* 논문 분야: Computer Vision
* 논문에서 정의한 문제: GAN 학습의 불안정성, CNN 을 활용한 unsupervised learning 연구의 부족
* 논문에서 제안한 방법론: CNN 을 활용하여 GAN 학습 안정화
- all convolutional net
- eliminatin…
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@jrieke
Hi, everybody, I'm looking forward to contributing this project can I add
1. Semantic Segmentation
2. Generative Adversarial Networks
3. Image Caption
4. Style Transfer
as I t…
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# Reference
- [ ] [paper - 2017 - Generative adversarial active learning](https://arxiv.org/abs/1702.07956)
- [ ] [paper - 2017 - Active decision boundary annotation with deep generative models](htt…
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A deep convolutional generative adversarial network implemented in PyTorch! The project is designed to generate realistic images from random noise using the power of deep learning.
This project illus…
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## 一言でいうと
2つの画像ドメイン間の類似性、言い換えればドメインの変換関数を獲得できるかという研究。互いのドメインの変換を行うに当たり、「変換先のドメインの識別機を騙せる」ように、なおかつ「変換が元の画像をなるべく損なわないようにする」ように最適化を行う。これをDiscoGANと命名。
![image](https://cloud.githubusercontent.com/as…
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### 論文へのリンク
[[arXiv:2008.05865] DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis](https://arxiv.org/abs/2008.05865)
### 著者・所属機関
Ming Tao, Hao Tang, Songsong Wu,…