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|id|title|author|year|
|---|---|---|---|
|406|Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring|Nah, Seungjun and Hyun Kim, Tae and Mu Lee, Kyoung|2017|
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**researcher**
- [Rie Johnson](http://riejohnson.com/)
- [CONTEXT v4: Neural network code for text categorization in C++ on GPU](http://riejohnson.com/cnn_download.html)
**papers**
- Pang,…
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#### Learning Goals
Learn the gradient descent algorithm using numpy and matplotlib.
### Exercise Statement
This exercise helps classify pictures as cat and non-cat with the help of neural networ…
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[Synthesizing the preferred inputs for neurons in neural networks via deep generator networks](http://papers.nips.cc/paper/6519-synthesizing-the-preferred-inputs-for-neurons-in-neural-networks-via-dee…
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Pose a question about one of the following articles:
“[Deep neural networks are more accurate than humans at detecting sexual orientation from facial images](https://psycnet.apa.org/doiLanding?doi…
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1.Deap learning 기반 COF 이미지 검사시스템
- 학위 논문으로 연락처나 email이 안 남아 있음
2.YOLO 개선을 통한 PCB 불량 검출 시스템 설계 및 구현
- lynnshin.tistory.com/47 // YOLO는 객체 위치와 클래스를 감지하는 모델이라 적합하지 않음
- 오히려 Resnet, DenseNet이 효율적인 이미…
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### Feature Summary
I'd like to contribute to FinVeda by implementing a machine learning module that can predict financial trends, stock prices, and customer behavior. This module will leverage popul…
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# Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
## Train/Dev/Test sets
### Train
학습을 위한 데이터셋
### Dev
Cross Validation Set, Dev Set 이라고도 부른다.
다양…
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## 0. 論文
https://arxiv.org/abs/1606.02147
Adam Paszke, Abhishek Chaurasia, Sangpil Kim, Eugenio Culurciello
## 1. どんなもの？
軽量なセマンティックセグメンテーション
## 2. 先行研究と比べてどこがすごい？
## 3. 技術や手法のキモはどこ？
#…
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### Initial Concept
1. **Symbolic Assignments**:
- We started by assigning symbolic meanings to prime numbers, connecting them to concepts like cognition, cosmos, life, human expression, informat…