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Advanced Signal Processing, Yonsei University, 2020
eee4423_cv's Introduction
All the codes are implemented on pytorch
| Paper Name |
Published |
Links |
| Very Deep Convolutional Networks for Large-Scale Image Recognition |
2014 |
[paper] [code] |
| Deep Residual Learning for Image Recognition |
2015 |
[paper] [code] |
| Paper Name |
Published |
Links |
| Spatial Transformer Networks |
2015 |
[paper] |
3. CNN Interpretation & Attention
| Paper Name |
Published |
Links |
| Learning Deep Features for Discriminative Localization |
2015 |
[paper] |
| Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization |
2016 |
[paper] |
4. Single Image Super-Resolution
| Paper Name |
Published |
Links |
| Accelerating the Super-Resolution Convolutional Neural Network |
2016 |
[paper] |
| Paper Name |
Published |
Links |
| Fully Convolutional Networks for Semantic Segmentation |
2014 |
[paper] |
| Multi-Scale Context Aggregation by Dilated Convolutions |
2015 |
[paper] |
| Paper Name |
Published |
Links |
| You Only Look Once: Unified, Real-Time Object Detection |
2015 |
[paper] |
| Paper Name |
Published |
Links |
| Perceptual Losses for Real-Time Style Transfer and Super-Resolution |
2016 |
[paper] |
| Image Style Transfer Using Convolutional Neural Networks |
2016 |
[paper] |
| Paper Name |
Published |
Links |
| Generative Adversarial Nets |
2014 |
[paper] |
| Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks |
2015 |
[paper] |
| Paper Name |
Published |
Links |
| Image-to-Image Translation with Conditional Adversarial Networks |
2016 |
[paper] |
| Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks |
2017 |
[paper] |
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