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Methods
2,136
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General
Attention
123 methods
27484 papers with code
Attention Mechanisms
82 methods
15346 papers with code
Activation Functions
69 methods
29315 papers with code
Stochastic Optimization
62 methods
17025 papers with code
Regularization
56 methods
37958 papers with code
See all 132 categories
Computer Vision
Convolutional Neural Networks
121 methods
5739 papers with code
Generative Models
96 methods
7949 papers with code
Image Model Blocks
93 methods
7079 papers with code
Object Detection Models
69 methods
2261 papers with code
Image Feature Extractors
61 methods
176 papers with code
See all 124 categories
Natural Language Processing
Language Models
135 methods
20581 papers with code
Transformers
93 methods
17542 papers with code
Word Embeddings
21 methods
817 papers with code
Attention Patterns
8 methods
1842 papers with code
Sentence Embeddings
8 methods
115 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
963 papers with code
Off-Policy TD Control
16 methods
1490 papers with code
Reinforcement Learning Frameworks
11 methods
201 papers with code
Q-Learning Networks
10 methods
504 papers with code
Value Function Estimation
7 methods
356 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
330 papers with code
Audio Model Blocks
14 methods
74 papers with code
Text-to-Speech Models
12 methods
122 papers with code
Speech Separation Models
6 methods
33 papers with code
Speech Recognition
4 methods
28 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
39 methods
5504 papers with code
Sequence To Sequence Models
21 methods
1606 papers with code
Time Series Analysis
10 methods
769 papers with code
Temporal Convolutions
8 methods
229 papers with code
Bidirectional Recurrent Neural Networks
6 methods
670 papers with code
See all 9 categories
Graphs
Graph Models
66 methods
1736 papers with code
Graph Embeddings
38 methods
807 papers with code
Graph Representation Learning
10 methods
3891 papers with code
Graph Data Augmentation
