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| 日期 | 标题 | 封面 | 时长 | 视频（4K） |
| -- | -- | -- | -- | -- |
| 录制中 | [图神经网络](https://distill.pub/2021/gnn-intro/) 的可视化介绍 ||||
| 10/27/21 | [Transformer](https://arxiv.org/abs/1706.03762) 逐段精读 [^transformer] |<img src="imgs/transformer.jpg" width="250px"/> | 87:05 |[B站](https://www.bilibili.com/video/BV1pu411o7BE/), [知乎](https://www.zhihu.com/zvideo/1437034536677404672), [YouTube](https://youtu.be/nzqlFIcCSWQ)|
| 10/27/21 | [Transformer](https://arxiv.org/abs/1706.03762) 逐段精读 （视频中提到的文献 [^transformer]) |<img src="imgs/transformer.jpg" width="250px"/> | 87:05 |[B站](https://www.bilibili.com/video/BV1pu411o7BE/), [知乎](https://www.zhihu.com/zvideo/1437034536677404672), [YouTube](https://youtu.be/nzqlFIcCSWQ)|
| 10/22/21 | [ResNet](https://arxiv.org/abs/1512.03385) 论文逐段精读 | <img src="imgs/resnet-2.jpg" width="250px"/> | 53:46 | [B站](https://www.bilibili.com/video/BV1P3411y7nn/), [知乎](https://www.zhihu.com/zvideo/1434795406001180672), [YouTube](https://www.youtube.com/watch?v=pWMnzCX4cwQ) |
| 10/21/21 | 撑起计算机视觉半边天的 [ResNet](https://arxiv.org/abs/1512.03385) | <img src="imgs/resnet-1.jpg" width="250px"/> | 11:50 | [B站](https://www.bilibili.com/video/BV1Fb4y1h73E/), [知乎](https://www.zhihu.com/zvideo/1434787226101751808), [YouTube](https://www.youtube.com/watch?v=NnSldWhSqvY) |
| 10/15/21 | [AlexNet](https://papers.nips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf) 论文逐段精读 | <img src="imgs/alexnet-2.jpg" width="250px"/> | 55:21 | [B站](https://www.bilibili.com/video/BV1hq4y157t1/), [知乎](https://www.zhihu.com/zvideo/1432354207483871232), [YouTube](https://www.youtube.com/watch?v=zjnxu8KUYKA) |
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| 10/06/21 | 如何读论文 | <img src="imgs/read-paper.jpg" width="250px"/> | 06:39 | [B站](https://www.bilibili.com/video/BV1H44y1t75x/), [知乎](https://www.zhihu.com/zvideo/1428973951632969728), [YouTube](https://www.youtube.com/watch?v=txjl_Q4jCyQ&list=PLFXJ6jwg0qW-7UM8iUTj3qKqdhbQULP5I&index=1) |
[^transformer]: 视频中提到的几篇文章：1) [斯坦福100+作者的200+页综述](https://arxiv.org/abs/2108.07258)，2) [对LayerNorm的新研究](https://arxiv.org/pdf/1911.07013.pdf)，3) [对Attention在Transformer里面作用的研究](https://arxiv.org/abs/2103.03404)
[^transformer]: 1) [斯坦福100+作者的200+页综述](https://arxiv.org/abs/2108.07258)，2) [对LayerNorm的新研究](https://arxiv.org/pdf/1911.07013.pdf)，3) [对Attention在Transformer里面作用的研究](https://arxiv.org/abs/2103.03404)
## 候选论文