diff --git a/README.md b/README.md index f058a9b..0933165 100644 --- a/README.md +++ b/README.md @@ -2,14 +2,14 @@ ## 录制完成的论文 -总共 32 视频，总时长 28.3 小时, 总播放 290 万 +总共 33 视频，总时长 29.2 小时, 总播放 292 万 | 日期 | 标题 | 封面 | 时长 | 视频 | 播放数 | | --: | -- | -- | --: | -- | --: | | 6/17/22 | [Zero](https://arxiv.org/pdf/1910.02054.pdf) 逐段精读 | | 52:21 | | 0 万 | | 6/10/22 | [DETR](https://arxiv.org/pdf/2005.12872.pdf) 逐段精读 | | 54:22 | | 0 万 | -| 6/3/22 | [Megatron LM](https://arxiv.org/pdf/1909.08053.pdf) 逐段精读 | | 56:07 | | 0 万 | -| 5/27/22 | [GPipe](https://proceedings.neurips.cc/paper/2019/file/093f65e080a295f8076b1c5722a46aa2-Paper.pdf) 逐段精读 | | 58:47 | [B站](https://www.bilibili.com/video/BV1v34y1E7zu/) | 1.9 万 | +| 6/3/22 | [Megatron LM](https://arxiv.org/pdf/1909.08053.pdf) 逐段精读 | | 56:07 | [B站](https://www.bilibili.com/video/BV1nB4y1R7Yz/) | 1.0 万 | +| 5/27/22 | [GPipe](https://proceedings.neurips.cc/paper/2019/file/093f65e080a295f8076b1c5722a46aa2-Paper.pdf) 逐段精读 | | 58:47 | [B站](https://www.bilibili.com/video/BV1v34y1E7zu/) | 2.0 万 | | 5/5/22 | [Pathways](https://arxiv.org/pdf/2203.12533.pdf) 逐段精读 | | 1:02:13 | [B站](https://www.bilibili.com/video/BV1xB4y1m7Xi/) | 4.1 万 | | 4/28/22 | [视频理解论文串讲](https://arxiv.org/pdf/2012.06567.pdf)（下） | | 1:08:32 | [B站](https://www.bilibili.com/video/BV11Y411P7ep/), [YouTube](https://youtu.be/J2YC0-k57NM) | 1.7 万 | | 4/21/22 | [参数服务器（Parameter Server）](https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-li_mu.pdf) 逐段精读 | | 1:37:40 | [B站](https://www.bilibili.com/video/BV1YA4y197G8/) | 6.2 万 | @@ -18,7 +18,7 @@ | 3/24/22 | 斯坦福 2022 年 [AI 指数报告](https://aiindex.stanford.edu/wp-content/uploads/2022/03/2022-AI-Index-Report_Master.pdf) 精读 | | 1:19:56 | [B站](https://www.bilibili.com/video/BV1s44y1N7eu/), [YouTube](https://youtu.be/K8h_xjQ6ufY) | 5.3 万 | | 3/17/22 | [AlphaCode](https://storage.googleapis.com/deepmind-media/AlphaCode/competition_level_code_generation_with_alphacode.pdf) 论文精读 | | 44:00 | [B站](https://www.bilibili.com/video/BV1ab4y1s7rc/), [YouTube](https://youtu.be/t8Gzkca9pW4) | 3.3 万 | | 3/10/22 | [OpenAI Codex](https://arxiv.org/pdf/2107.03374.pdf) 论文精读 | | 47:58 | [B站](https://www.bilibili.com/video/BV1iY41137Zi/), [知乎](https://www.zhihu.com/zvideo/1490959755963666432) [YouTube](https://youtu.be/oZriUGkQSNM) | 7.1 万 | -| 3/3/22 | [GPT](https://s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf), [GPT-2](https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf), [GPT-3](https://arxiv.org/abs/2005.14165) 精读 | | 1:29:58 | [B站](https://www.bilibili.com/video/BV1AF411b7xQ/), [YouTube](https://youtu.be/t70Bl3w7bxY) | 4.1 万 | +| 3/3/22 | [GPT](https://s3-us-west-2.amazonaws.com/openai-assets/research-covers/language-unsupervised/language_understanding_paper.pdf), [GPT-2](https://d4mucfpksywv.cloudfront.net/better-language-models/language_models_are_unsupervised_multitask_learners.pdf), [GPT-3](https://arxiv.org/abs/2005.14165) 精读 | | 1:29:58 | [B站](https://www.bilibili.com/video/BV1AF411b7xQ/), [YouTube](https://youtu.be/t70Bl3w7bxY) | 4.2 万 | | 2/24/22 | [Two-Stream](https://proceedings.neurips.cc/paper/2014/file/00ec53c4682d36f5c4359f4ae7bd7ba1-Paper.pdf) 逐段精读 | | 52:57 | [B站](https://www.bilibili.com/video/BV1mq4y1x7RU/), [YouTube](https://youtu.be/vuqwKP2iDe0) | 4.0 万 | | 2/10/22 | [CLIP](https://openai.com/blog/clip/) 逐段精读 | | 1:38:25 | [B站](https://www.bilibili.com/video/BV1SL4y1s7LQ/), [知乎](https://www.zhihu.com/zvideo/1475706654562299904), [YouTube](https://youtu.be/OZF1t_Hieq8) | 5.5 万 | | 2/6/22 | 你（被）吐槽过[论文不够 novel](https://perceiving-systems.blog/en/post/novelty-in-science) 吗？| | 14:11 | [B站](https://www.bilibili.com/video/BV1ea41127Bq/), [知乎](https://www.zhihu.com/zvideo/1475719090198876161) | 6.1 万 | @@ -34,10 +34,10 @@ | 11/29/21 | [ViT](https://arxiv.org/pdf/2010.11929.pdf) 逐段精读 | | 1:11:30 | [B站](https://www.bilibili.com/video/BV15P4y137jb/), [知乎](https://www.zhihu.com/zvideo/1449195245754380288), [YouTube](https://youtu.be/FRFt3x0bO94) | 13.0 万 | | 11/18/21 | [BERT](https://arxiv.org/abs/1810.04805) 逐段精读 | | 45:49 | [B站](https://www.bilibili.com/video/BV1PL411M7eQ/), [知乎](https://www.zhihu.com/zvideo/1445340200976785408), [YouTube](https://youtu.be/ULD3uIb2MHQ) | 11.0 万 | | 11/9/21 | [GAN](https://papers.nips.cc/paper/2014/file/5ca3e9b122f61f8f06494c97b1afccf3-Paper.pdf) 逐段精读 | | 46:16 | [B站](https://www.bilibili.com/video/BV1rb4y187vD/), [知乎](https://www.zhihu.com/zvideo/1442091389241159681), [YouTube](https://www.youtube.com/watch?v=g_0HtlrLiDo) | 19.8 万 | -| 11/3/21 | 零基础多图详解 [图神经网络](https://distill.pub/2021/gnn-intro/)（GNN/GCN） | | 1:06:19 | [B站](https://www.bilibili.com/video/BV1iT4y1d7zP/), [知乎](https://www.zhihu.com/zvideo/1439540657619087360), [YouTube](https://youtu.be/sejA2PtCITw) | 17.6 万 | -| 10/27/21 | [Transformer](https://arxiv.org/abs/1706.03762) 逐段精读
（视频中提到的文献 [^transformer]) | | 1:27:05 |[B站](https://www.bilibili.com/video/BV1pu411o7BE/), [知乎](https://www.zhihu.com/zvideo/1437034536677404672), [YouTube](https://youtu.be/nzqlFIcCSWQ)| 49.9 万 | +| 11/3/21 | 零基础多图详解 [图神经网络](https://distill.pub/2021/gnn-intro/)（GNN/GCN） | | 1:06:19 | [B站](https://www.bilibili.com/video/BV1iT4y1d7zP/), [知乎](https://www.zhihu.com/zvideo/1439540657619087360), [YouTube](https://youtu.be/sejA2PtCITw) | 17.7 万 | +| 10/27/21 | [Transformer](https://arxiv.org/abs/1706.03762) 逐段精读
（视频中提到的文献 [^transformer]) | | 1:27:05 |[B站](https://www.bilibili.com/video/BV1pu411o7BE/), [知乎](https://www.zhihu.com/zvideo/1437034536677404672), [YouTube](https://youtu.be/nzqlFIcCSWQ)| 50.0 万 | | 10/22/21 | [ResNet](https://arxiv.org/abs/1512.03385) 论文逐段精读 | | 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) | 12.4 万 | -| 10/21/21 | 撑起计算机视觉半边天的 [ResNet](https://arxiv.org/abs/1512.03385) | | 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) | 8.9 万 | +| 10/21/21 | 撑起计算机视觉半边天的 [ResNet](https://arxiv.org/abs/1512.03385) | | 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) | 9.0 万 | | 10/15/21 | [AlexNet](https://papers.nips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf) 论文逐段精读 | | 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) | 13.4 万 | | 10/14/21 | 9年后重读深度学习奠基作之一：[AlexNet](https://papers.nips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf) | | 19:59 | [B站](https://www.bilibili.com/video/BV1ih411J7Kz/), [知乎](https://www.zhihu.com/zvideo/1432155856322920448), [YouTube](https://www.youtube.com/watch?v=vdYH0fE6thY) | 12.6 万 | | 10/06/21 | 如何读论文 | | 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) | 18.7 万 |