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Methods
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General
Attention
125 methods
37071 papers with code
Attention Mechanisms
82 methods
20496 papers with code
Activation Functions
74 methods
33468 papers with code
Stochastic Optimization
62 methods
22238 papers with code
Regularization
58 methods
50182 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
123 methods
5857 papers with code
Generative Models
100 methods
9069 papers with code
Image Model Blocks
93 methods
7646 papers with code
Object Detection Models
72 methods
2491 papers with code
Image Feature Extractors
61 methods
180 papers with code
See all 126 categories
Natural Language Processing
Language Models
139 methods
35648 papers with code
Transformers
94 methods
28252 papers with code
Word Embeddings
21 methods
855 papers with code
Attention Patterns
8 methods
3147 papers with code
Sentence Embeddings
8 methods
169 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1451 papers with code
Off-Policy TD Control
16 methods
1737 papers with code
Reinforcement Learning Frameworks
12 methods
243 papers with code
Q-Learning Networks
10 methods
580 papers with code
Heuristic Search Algorithms
8 methods
370 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
366 papers with code
Audio Model Blocks
14 methods
79 papers with code
Text-to-Speech Models
12 methods
134 papers with code
Speech Separation Models
6 methods
41 papers with code
Speech Recognition
4 methods
38 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
8333 papers with code
Sequence To Sequence Models
22 methods
2044 papers with code
Time Series Analysis
10 methods
831 papers with code
Temporal Convolutions
8 methods
255 papers with code
Bidirectional Recurrent Neural Networks
6 methods
711 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
2062 papers with code
Graph Embeddings
43 methods
1051 papers with code
Graph Representation Learning
17 methods
7363 papers with code
Graph Data Augmentation
2 methods
1 papers with code
