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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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We now have the reasonable capacity to perform time series forecasting via reduction to regression. Some bespoke forecasting architectures would also be good to implement too, though.
@mloning thi…
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Hi,
I read your paper Speaker Diarization using Deep Recurrent Convolutional Neural Networks for speaker embedding. The details were very clear regarding the convolutional part.
But for the 2 rec…
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Stuff Segmentation - Semantic Segmentation [2017 ~ Now]
# Reference
- [ ] [COCO 2019 Stuff Segmentation Task](http://cocodataset.org/#stuff-2019)
- [ ] [Github - The COCO-Stuff dataset](https://g…
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Problem Description:
The objective is to develop a model that can automatically recognize human emotions from facial expressions in images. This problem is crucial in areas like human-computer intera…
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What is the proper way to add condition to StyleGan? i.e. for example face landmarks.
As I udnderstand one option is to encode face landmarks and concat embedding to random noise vector and pass it v…
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I’m confused about a question.In your paper, we can see your three implementation details kept the running time manageable.While you training the network with 9*9 patches, if you want to compute for a…
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https://doi.org/10.1021/acs.jcim.8b00670
> Predicting the outcome of biological assays based on high-throughput imaging data is a highly promising task in drug discovery since it can tremendously i…
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Hello~ Thanks for your great work!
I have some question about the label assignment in QGN. It seems that you follow the design of "End-to-End Object Detection with Fully Convolutional Network". Have …
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I am trying to implement the Fully Convolutional Networks via Keras and Theano. But When I add Softmax after the Deconvolution Layer, There an error raise: softmax do nor support 4-D input.
So, I ju…