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Methods
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General
Attention
115 methods
15886 papers with code
Attention Mechanisms
78 methods
8827 papers with code
Stochastic Optimization
57 methods
10648 papers with code
Regularization
53 methods
23897 papers with code
Activation Functions
50 methods
22571 papers with code
See all 128 categories
Computer Vision
Convolutional Neural Networks
115 methods
4479 papers with code
Generative Models
92 methods
6146 papers with code
Image Model Blocks
90 methods
5466 papers with code
Object Detection Models
67 methods
1757 papers with code
Image Feature Extractors
60 methods
106 papers with code
See all 121 categories
Natural Language Processing
Language Models
109 methods
4285 papers with code
Transformers
86 methods
9284 papers with code
Word Embeddings
21 methods
733 papers with code
Attention Patterns
7 methods
459 papers with code
Sentence Embeddings
7 methods
41 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
721 papers with code
Off-Policy TD Control
16 methods
1153 papers with code
Q-Learning Networks
10 methods
407 papers with code
Distributed Reinforcement Learning
7 methods
26 papers with code
Reinforcement Learning Frameworks
7 methods
17 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
263 papers with code
Audio Model Blocks
12 methods
63 papers with code
Text-to-Speech Models
12 methods
102 papers with code
Speech Separation Models
5 methods
18 papers with code
Speech Recognition
4 methods
15 papers with code
See all 12 categories
Sequential
Recurrent Neural Networks
39 methods
4648 papers with code
Sequence To Sequence Models
21 methods
1073 papers with code
Temporal Convolutions
8 methods
185 papers with code
Time Series Analysis
8 methods
629 papers with code
Bidirectional Recurrent Neural Networks
6 methods
603 papers with code
See all 8 categories
Graphs
Graph Models
62 methods
1214 papers with code
Graph Embeddings
34 methods
490 papers with code
Graph Representation Learning
8 methods
1715 papers with code
Graph Data Augmentation
