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Methods
2,223
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General
Attention
125 methods
34940 papers with code
Attention Mechanisms
82 methods
19326 papers with code
Activation Functions
73 methods
32636 papers with code
Stochastic Optimization
62 methods
21105 papers with code
Regularization
58 methods
47552 papers with code
See all 133 categories
Computer Vision
Convolutional Neural Networks
123 methods
6224 papers with code
Generative Models
100 methods
8805 papers with code
Image Model Blocks
93 methods
7575 papers with code
Object Detection Models
71 methods
2446 papers with code
Image Feature Extractors
61 methods
179 papers with code
See all 126 categories
Natural Language Processing
Language Models
138 methods
32989 papers with code
Transformers
93 methods
25806 papers with code
Word Embeddings
21 methods
851 papers with code
Attention Patterns
8 methods
2913 papers with code
Sentence Embeddings
8 methods
161 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1403 papers with code
Off-Policy TD Control
16 methods
1683 papers with code
Reinforcement Learning Frameworks
11 methods
225 papers with code
Q-Learning Networks
10 methods
567 papers with code
Heuristic Search Algorithms
8 methods
357 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
361 papers with code
Audio Model Blocks
14 methods
77 papers with code
Text-to-Speech Models
12 methods
134 papers with code
Speech Separation Models
6 methods
40 papers with code
Speech Recognition
4 methods
37 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
8066 papers with code
Sequence To Sequence Models
21 methods
1925 papers with code
Time Series Analysis
10 methods
821 papers with code
Temporal Convolutions
8 methods
250 papers with code
Bidirectional Recurrent Neural Networks
6 methods
703 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
1986 papers with code
Graph Embeddings
42 methods
987 papers with code
Graph Representation Learning
17 methods
6989 papers with code
Graph Data Augmentation
2 methods
1 papers with code
