投稿

【带读AI经典论文|100篇】世界顶级大佬带你逐句阅读最重要的100篇AI论文

57.9万

146

2021-01-15 11:26:21

https://www.youtube.com/playlist?list=PL1v8zpldgH3pR7LPuidEZK68kS6AaU1y7 【寒假必屯|论文精读】AI学霸修炼，逐句逐字读AI高水平经典优质论文！！！

字幕制作者（中文（简体））：房东_bili

房东_bili 发消息

三次荣获ACM金牌???，知名大厂原资深技术专家。

1.Generative Model图像分类经典论文

25:37

1-2 Attention Is All You Need超级经典！！！

27:07

2.Generative Model音乐分类经典论文

33:46

3.TAPAS- Weakly Supervised 弱监督学习经典论文

31:48

4.Reinforcement Learning强化学习优质论文

22:15

5.Monte Carlo Tree 蒙特卡洛树优质论文

25:33

6.Big Transfer (BiT)- 迁移学习优质论文

34:10

7.Concept Learning 优质论文

39:30

8.Group Normalization 优质论文

29:07

9.Faster Neural Network Training 优质论文

39:18

10.Weight Standardization 优质论文

19:16

11. 自监督学习优质论文

24:59

12.iMAML- Meta-Learning 元学习优质论文

51:19

13.mixup- Beyond Empirical Risk Minimizal优质论文

13:03

14.Planning to Explore via 自监督优质论文

35:22

15.Deep image reconstruction 优质论文

17:25

16.Investigating Human Priors 创新论文

11:02

17.BERT创新论文

53:35

18.Regularizing Trajectory Optimization 优化类优质论文

29:58

19.DETR- End-to-End Object Detection 优质论文

40:57

20.GPT-3- Language Models are Few-Shot 元学习优质论文

01:04:31

21.Synthesizer- Rethinking Self-Attention自注意力机制优质论文

48:21

22.Dynamics-Aware Unsupervised Discovery优质论文

50:02

23.On the Measure of Intelligence 智能测度优质论文

37:00

24.On the Measure of Intelligence 优质论文

30:50

25.Learning To Classify Images 图像分类优质论文

45:34

26.Movement Pruning- Adaptive Sparsity 优质论文

30:11

27.CornerNet- Detecting Objects 优质论文

25:22

28.Synthetic Petri Dish 优质论文

33:30

29.BLEURT- Learning Robust Metrics 优质论文

31:35

30.TransCoder- Unsupervised Translation 优质论文

48:38

31.End-to-End Adversarial Text-to-Speech 优质论文

40:50

32.Linformer- Self-Attention 优质论文

50:24

33.VirTex- Learning Visual Representation 优质论文

29:43

34.Deep Differential System Stability 优质论文

36:49

35.SynFlow- Pruning neural networks 优质论文

44:53

36.A bio-inspired bistable recurrent 优质论文

49:13

37.TUNIT- Rethinking the Truly 无监督学习优质论文

49:41

38.BYOL- Bootstrap Your Own Latent-优质论文

33:46

39.Image GPT- Generative Pretraining优质论文

31:48

40.Big Self-Supervised Models 优质论文

37:31

41.SIREN- Implicit Neural Representation优质论文

56:05

42.RepNet- Counting Out Time 优质论文

36:43

43.How I Read a Paper- Facebook's DETR 优质论文

45:24

44.Discovering Symbolic Models 优质论文

46:13

45.On the Measure of Intelligence 优质论文

43:24

46.Direct Feedback Alignment Scales 优质论文

34:58

47.Context R-CNN- Long Term Temporal 模型优质论文

34:23

48.Set Distribution Networks- 优质论文

59:18

49.Object-Centric Learning with Slot Attention 优质论文

42:39

50.GShard- Scaling Giant Models 优质论文

01:13:04

51.BERTology Meets Biology-优质论文

36:50

53.Transformers are RNNs-优质论文

48:06

54.SpineNet- Learning Scale-优质论文

35:52

55.SupSup- Supermasks in Superposition 优质论文

01:00:07

56.Addendum for Supermasks 优质论文

48:52

57.NVAE- 异构变量类优质论文

34:12

58.Gradient Origin Networks 优质论文

42:16

59.Deep Ensembles- A Loss Landscape 优质论文

46:32

60.ImageNet Classification优质论文

46:07

61.Generative Adversarial 对抗网络优质论文

37:04

62.Word2Vec-超级经典论文

31:22

63. Deep Residual Learning超级经典论文

31:21

64.Neural Architecture Search 优质论文

35:07

65.Playing Atari with 强化学习优质论文

39:12

66.Self-training with Noisy Student 优质论文

40:35

67.Big Bird- Transformers 优质论文

34:30

68.Hopfield Networks is All You Need 优质论文

01:05:16

69.Meta-Learning through Hebbian 优质论文

39:23

70.REALM- Retrieval-Augmented Language 优质论文

01:00:41

71.What Matters In On-Policy Reinforcement优质论文

38:29

72.Fast reinforcement learning优质论文

55:12

73.Radioactive data- tracing 优质论文

36:02

74.Axial-DeepLab- Stand-Alone Axial-Attention优质论文

55:44

75.Self-classifying MNIST Digits优质论文

30:31

76.Learning to summarize 优质论文

45:31

77.GAN BERT- Generative Adversarial Learning优质论文

18:43

78.Assessing Game Balance with AlphaZero优质论文

42:41

79.The Hardware Lottery 优质论文

52:12

80.Training more effective learned optimization 优质论文

53:36

81.An Image is Worth 16x16 Words- 迁移学习优质论文

29:57

82.Descending through a Crowded Valley 优质论文

41:00

83.LambdaNetworks- Modeling long-range 优质论文

59:33

84.Rethinking Attention with Performers 优质论文

54:39

85.Language Models are Open Knowledge 优质论文

52:16

86.Fourier Neural Operator优质论文

01:05:33

87.Predictive Coding Approximates 优质论文

48:25

88.DeepMind's AlphaFold 2 Explained! 优质论文

54:38

89.ReBeL - Combining Deep Reinforcement优质论文

01:12:22

90.Extracting Training Data from Large优质论文

01:03:19

91.OpenAI DALL·E- Creating Images优质论文

55:46

CSEP 546, Lecture 1

03:04:05

CSEP 546, Lecture 2

02:57:09

CSEP 546, Lecture 3

02:54:45

CSEP 546, Lecture 4

02:55:42

CSEP 546, Lecture 5

02:53:34

CSEP 546, Lecture 6

02:54:05

CSEP 546, Lecture 7

02:51:11

CSEP 546, Lecture 8

02:52:13

CSEP 546, Lecture 9

02:33:25

CSEP 546, Lecture 10

03:01:57

顶部