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Learning-Notes

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Notes and resources on Machine Learning

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- before18.md
- note18.md
- note19.md
- note20.md
- papers_archive.md
- autoaug.md
- ctc.md
- neural-style-deep-dream.md
- plstm.md
- prophet.md
- spatial-transformer-network.md
- stl.md
- tkrnn.md
- tkrnn_connectivity.png
- tkrnn_matrix.png
- viz_rnn.md
- wavenet.md
- advanced_ml.md
- mic.md
- programming.md
- Advanced_Linear_Regression.pdf
- Attention.pdf
- dtw_vizrnn_cwrnn.pdf
- fast_weights.pdf
- Intro_Variational_Inference.pdf
- Modern_CNN_Design.pdf
- More_on_RNNs.pdf
- plstm_stl.pdf
- Pong.gif
- rbm.pdf
- Recipe_Gradient_Descent.pdf
- RL_demystified.pdf
- RNN-LSTM.pdf
- Thoughts_on_Wavenet.pdf
- tkrnn_esn.pdf
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# Learning Notes by [Jiancheng Yang](https://jiancheng-yang.com/)
Related projects: 
* [`M3DV/ai-deadlines`](https://github.com/M3DV/ai-deadlines): Top AI deadline countdowns (with an emphasis on computer vision and medical images).
* [`M3DV/Kickstart`](https://github.com/M3DV/Kickstart): Study route for learners in machine learning / deep learning / computer vision.

**Update 2021-04-13**: I will no longer update my reading list regularly (see [`Archives`](#archives)), since now many reading materials of mine are not good to share publicly (e.g., conference / journal reviews). Besides, I only skim papers in most cases now, which makes it annoying to record everything using git. However, I will still share notes / Chinese videos on some really interesting papers.

# Notes
| Date | Paper | Venue | Notes|
|:---:|:---:|:---:|:---:|
| 20201228 | Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion | [CVPR'20](https://openaccess.thecvf.com/content_CVPR_2020/papers/Chibane_Implicit_Functions_in_Feature_Space_for_3D_Shape_Reconstruction_and_CVPR_2020_paper.pdf) | [commentary video (Chinese)](https://www.bilibili.com/video/BV1Gt4y1C7Ba/) |
| 20201222 | Rethinking Attention with Performers | [ICLR'21](https://openreview.net/forum?id=Ua6zuk0WRH) | [commentary video (Chinese)](https://www.bilibili.com/video/BV14h411f7G3) |

# Archives
Readling List: [2020](archive/note20.md) | [2019](archive/note19.md) | [2018](archive/note18.md) | [before 2018](archive/before18.md)