8/05/24 | Llama 3.1论文精读 · 2. 预训练数据 | <img src="imgs/llama3-pretrain-data.jpg" width="200px"/> | 23:37 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1u142187S5) |
7/31/24 | Llama 3.1论文精读 · 1. 导言 | <img src="imgs/llama3-intro.jpg" width="200px"/> | 18:53 | <br />![](https://img.shields.io/youtube/views/-PztagF3wQE?style=social) |
3/30/23 | GPT-4 | <img src="imgs/gpt4.jpg" width="200px"/> | 1:20:38 | <br />![](https://img.shields.io/youtube/views/K0SZ9mdygTw?style=social) |
3/23/23 | 大模型时代下做科研的四个思路 | <img src="imgs/limited-resources.jpg" width="200px"/> | 1:06:29 | <br />![](https://img.shields.io/youtube/views/sh79Z8i15PI?style=social) |
3/10/23 | Anthropic LLM | <img src="imgs/anthropic_lm.jpg" width="200px"/> | 1:01:51 | <br />![](https://img.shields.io/youtube/views/iqX0pgNDon0?style=social) |
1/20/23 | Helm 全面语言模型评测 | <img src="imgs/helm.jpg" width="200px"/> | 1:23:37 | <br />![](https://img.shields.io/youtube/views/WgFEw9U3BXA?style=social) |
1/11/23 | 多模态论文串讲·下 | <img src="imgs/multimodal-2.jpg" width="200px"/> | 1:03:29 | <br />![](https://img.shields.io/youtube/views/S1le41J76lQ?style=social) |
12/29/22 | Instruct GPT | <img src="imgs/instruct-gpt.jpg" width="200px"/> | 1:07:10 | <br />![](https://img.shields.io/youtube/views/zfIGAwD1jOQ?style=social) |
12/19/22 | Neural Corpus Indexer 文档检索 | <img src="imgs/nci.jpg" width="200px"/> | 55:47 | <br />![](https://img.shields.io/youtube/views/QRffZMSGJyU?style=social) |
12/12/22 | 多模态论文串讲·上 | <img src="imgs/multimodal-1.jpg" width="200px"/> | 1:12:27 | <br />![](https://img.shields.io/youtube/views/6pzBOQAXUB8?style=social) |
11/14/22 | OpenAI Whisper 精读 | <img src="imgs/whisper.jpg" width="200px"/> | 1:12:16 | <br />![](https://img.shields.io/youtube/views/3eXCJd32UnM?style=social) |
11/07/22 | 在讲 OpenAI Whisper 前先做了一个剪视频小工具 | <img src="imgs/autocut.jpg" width="200px"/> | 23:39 | <br />![](https://img.shields.io/youtube/views/PwVlvCPDnrI?style=social) |
10/23/22 | Chain of Thought 论文、代码和资源 | <img src="imgs/cot.jpg" width="200px"/> | 33:21 | <br />![](https://img.shields.io/youtube/views/H4J59iG3t5o?style=social) |
9/17/22 | CLIP 改进工作串讲(下) | <img src="imgs/clipx-part2.jpg" width="200px"/> | 1:04:26 | <br />![](https://img.shields.io/youtube/views/ugJeBivv65s?style=social) |
9/2/22 | CLIP 改进工作串讲(上) | <img src="imgs/clipx-part1.jpg" width="200px"/> | 1:14:43 | <br />![](https://img.shields.io/youtube/views/x4CDhZz_Dvg?style=social) |
7/29/22 | ViLT 论文精读 | <img src="imgs/vilt.jpg" width="200px"/> | 1:03:26 | <br />![](https://img.shields.io/youtube/views/ug8YvZOjOCE?style=social) |
7/22/22 | 理由、论据和担保【研究的艺术·四】 | <img src="imgs/craft_research_p4.jpg" width="200px"/> | 44:14 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1SB4y1a75c) |
7/15/22 | 如何讲好故事、故事里的论点【研究的艺术·三】 | <img src="imgs/craft_research_p3.jpg" width="200px"/> | 43:56 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1WB4y1v7ST) |
7/8/22 | DALL·E 2 逐段精读 | <img src="imgs/dalle2.jpg" width="200px"/> | 1:27:54 | <br />![](https://img.shields.io/youtube/views/hO57mntSMl0?style=social) |
7/1/22 | 明白问题的重要性【研究的艺术·二】 | <img src="imgs/craft_research_p2.jpg" width="200px"/> | 1:03:40 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV11S4y1v7S2) |
6/24/22 | 跟读者建立联系【研究的艺术·一】 | <img src="imgs/craft_research_p1.jpg" width="200px"/> | 45:01 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1hY411T7vy) |
6/17/22 | Zero 逐段精读 | <img src="imgs/zero.jpg" width="200px"/> | 52:21 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1tY411g7ZT) |
6/10/22 | DETR 逐段精读 | <img src="imgs/detr.jpg" width="200px"/> | 54:22 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1GB4y1X72R) |
6/3/22 | Megatron LM 逐段精读 | <img src="imgs/megatron_lm.jpg" width="200px"/> | 56:07 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1nB4y1R7Yz) |
5/27/22 | GPipe 逐段精读 | <img src="imgs/gpipe.jpg" width="200px"/> | 58:47 | <br />![](https://img.shields.io/youtube/views/eXjRpS_BTbs?style=social) |
5/5/22 | Pathways 逐段精读 | <img src="imgs/pathways.jpg" width="200px"/> | 1:02:13 | <br />![](https://img.shields.io/youtube/views/8hS1ZtgG0wU?style=social) |
4/28/22 | 视频理解论文串讲(下) | <img src="imgs/video-survey-p2.jpg" width="200px"/> | 1:08:32 | <br />![](https://img.shields.io/youtube/views/J2YC0-k57NM?style=social) |
4/21/22 | 参数服务器(Parameter Server) 逐段精读 | <img src="imgs/ps.jpg" width="200px"/> | 1:37:40 | <br />![](https://img.shields.io/youtube/views/xt-AwUrDxQk?style=social) |
4/14/22 | 视频理解论文串讲(上) | <img src="imgs/video-survey-p1.jpg" width="200px"/> | 51:15 | <br />![](https://img.shields.io/youtube/views/gK7AGO6okhc?style=social) |
3/31/22 | I3D 论文精读 | <img src="imgs/i3d.jpg" width="200px"/> | 52:31 | <br />![](https://img.shields.io/youtube/views/9lIkKiAn6uE?style=social) |
3/24/22 | 斯坦福 2022 年 AI 指数报告 精读 | <img src="imgs/ai_index_22.jpg" width="200px"/> | 1:19:56 | <br />![](https://img.shields.io/youtube/views/K8h_xjQ6ufY?style=social) |
3/17/22 | AlphaCode 论文精读 | <img src="imgs/alphacode.jpg" width="200px"/> | 44:00 | <br />![](https://img.shields.io/youtube/views/t8Gzkca9pW4?style=social) |
3/10/22 | OpenAI Codex 论文精读 | <img src="imgs/codex.jpg" width="200px"/> | 47:58 | <br /> <br />![](https://img.shields.io/youtube/views/oZriUGkQSNM?style=social) |
3/3/22 | GPT, GPT-2, GPT-3 精读 | <img src="imgs/gpt3.jpg" width="200px"/> | 1:29:58 | <br />![](https://img.shields.io/youtube/views/t70Bl3w7bxY?style=social) |
2/24/22 | Two-Stream 逐段精读 | <img src="imgs/twostream.jpg" width="200px"/> | 52:57 | <br />![](https://img.shields.io/youtube/views/vuqwKP2iDe0?style=social) |
2/10/22 | CLIP 逐段精读 | <img src="imgs/clip.jpg" width="200px"/> | 1:38:25 | <br /> <br />![](https://img.shields.io/youtube/views/OZF1t_Hieq8?style=social) |
2/6/22 | 你(被)吐槽过论文不够 novel 吗? | <img src="imgs/novelty.jpg" width="200px"/> | 14:11 | <br />![zhihu](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=zhihu&query=video.play_count&url=https://www.zhihu.com/api/v4/zvideos/1475719090198876161) |
1/23/22 | AlphaFold 2 精读 | <img src="imgs/alphafold_2.jpg" width="200px"/> | 1:15:28 | <br /> <br />![](https://img.shields.io/youtube/views/Oy3OCoGUr-w?style=social) |
1/18/22 | 如何判断(你自己的)研究工作的价值 | <img src="imgs/research_value.jpg" width="200px"/> | 9:59 | <br />![zhihu](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=zhihu&query=video.play_count&url=https://www.zhihu.com/api/v4/zvideos/1475716940051869696) |
1/15/22 | Swin Transformer 精读 | <img src="imgs/swin_transformer.jpg" width="200px"/> | 1:00:21 | <br /> <br />![](https://img.shields.io/youtube/views/luP3-Fs0QCo?style=social) |
1/7/22 | 指导数学直觉 | <img src="imgs/math_conj.jpg" width="200px"/> | 52:51 | <br /> <br />![](https://img.shields.io/youtube/views/czFGjvhtss8?style=social) |
1/5/22 | AlphaFold 2 预告 | <img src="imgs/alphafold_2_preview.jpg" width="200px"/> | 03:28 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1Eu411U7Te) |
12/20/21 | 对比学习论文综述 | <img src="imgs/contrastive.jpg" width="200px"/> | 1:32:01 | <br /> <br />![](https://img.shields.io/youtube/views/1pvxufGRuW4?style=social) |
12/15/21 | MoCo 逐段精读 | <img src="imgs/mocov1.jpg" width="200px"/> | 1:24:11 | <br /> <br />![](https://img.shields.io/youtube/views/1pvxufGRuW4?style=social) |
12/9/21 | 如何找研究想法 1 | <img src="imgs/mae_idea.jpg" width="200px"/> | 5:34 | ![bilibili](https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=data.stat.view&url=https%3A%2F%2Fapi.bilibili.com%2Fx%2Fweb-interface%2Fview%3Fbvid%3DBV1qq4y1z7F2) |
12/8/21 | MAE 逐段精读 | <img src="imgs/mae.jpg" width="200px"/> | 47:04 | <br /> <br />![](https://img.shields.io/youtube/views/mYlX2dpdHHM?style=social) |
11/29/21 | ViT 逐段精读 | <img src="imgs/vit.jpg" width="200px"/> | 1:11:30 | <br /> <br />![](https://img.shields.io/youtube/views/FRFt3x0bO94?style=social) |
11/18/21 | BERT 逐段精读 | <img src="imgs/bert.jpg" width="200px"/> | 45:49 | <br /> <br />![](https://img.shields.io/youtube/views/ULD3uIb2MHQ?style=social) |
11/9/21 | GAN 逐段精读 | <img src="imgs/gan.jpg" width="200px"/> | 46:16 | <br /> <br />![](https://img.shields.io/youtube/views/g_0HtlrLiDo?style=social) |
11/3/21 | 零基础多图详解 图神经网络(GNN/GCN) | <img src="imgs/gnn.jpg" width="200px"/> | 1:06:19 | <br /> <br />![](https://img.shields.io/youtube/views/sejA2PtCITw?style=social) |
10/27/21 | Transformer 逐段精读<br> (视频中提到的文献 1) | <img src="imgs/transformer.jpg" width="200px"/> | 1:27:05 | <br /> <br />![](https://img.shields.io/youtube/views/nzqlFIcCSWQ?style=social) |
10/22/21 | ResNet 论文逐段精读 | <img src="imgs/resnet-2.jpg" width="200px"/> | 53:46 | <br /> <br />![](https://img.shields.io/youtube/views/pWMnzCX4cwQ?style=social) |
10/21/21 | 撑起计算机视觉半边天的 ResNet | <img src="imgs/resnet-1.jpg" width="200px"/> | 11:50 | <br /> <br />![](https://img.shields.io/youtube/views/NnSldWhSqvY?style=social) |
10/15/21 | AlexNet 论文逐段精读 | <img src="imgs/alexnet-2.jpg" width="200px"/> | 55:21 | <br /> <br />![](https://img.shields.io/youtube/views/wYmlILPsLlY?style=social) |
10/14/21 | 9年后重读深度学习奠基作之一:AlexNet | <img src="imgs/alexnet-1.jpg" width="200px"/> | 19:59 | <br /> <br />![](https://img.shields.io/youtube/views/vdYH0fE6thY?style=social) |
10/06/21 | 如何读论文 | <img src="imgs/read-paper.jpg" width="200px"/> | 06:39 | <br /> <br />![](https://img.shields.io/youtube/views/txjl_Q4jCyQ?style=social) |