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Methods
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General
Attention
125 methods
36482 papers with code
Attention Mechanisms
82 methods
20190 papers with code
Activation Functions
74 methods
33241 papers with code
Stochastic Optimization
62 methods
21879 papers with code
Regularization
58 methods
49371 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
123 methods
5994 papers with code
Generative Models
100 methods
9043 papers with code
Image Model Blocks
93 methods
7628 papers with code
Object Detection Models
72 methods
2486 papers with code
Image Feature Extractors
61 methods
180 papers with code
See all 126 categories
Natural Language Processing
Language Models
139 methods
35069 papers with code
Transformers
94 methods
27893 papers with code
Word Embeddings
21 methods
855 papers with code
Attention Patterns
8 methods
3113 papers with code
Sentence Embeddings
8 methods
168 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1440 papers with code
Off-Policy TD Control
16 methods
1722 papers with code
Reinforcement Learning Frameworks
12 methods
242 papers with code
Q-Learning Networks
10 methods
573 papers with code
Heuristic Search Algorithms
8 methods
367 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
365 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
8286 papers with code
Sequence To Sequence Models
22 methods
2032 papers with code
Time Series Analysis
10 methods
829 papers with code
Temporal Convolutions
8 methods
255 papers with code
Bidirectional Recurrent Neural Networks
6 methods
709 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
2052 papers with code
Graph Embeddings
43 methods
1039 papers with code
Graph Representation Learning
17 methods
7317 papers with code
Graph Data Augmentation
2 methods
1 papers with code
