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Methods
2,218
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General
Attention
125 methods
34278 papers with code
Attention Mechanisms
82 methods
18974 papers with code
Activation Functions
73 methods
32412 papers with code
Stochastic Optimization
62 methods
20785 papers with code
Regularization
58 methods
46779 papers with code
See all 133 categories
Computer Vision
Convolutional Neural Networks
122 methods
6192 papers with code
Generative Models
100 methods
8748 papers with code
Image Model Blocks
93 methods
7557 papers with code
Object Detection Models
71 methods
2431 papers with code
Image Feature Extractors
61 methods
179 papers with code
See all 126 categories
Natural Language Processing
Language Models
137 methods
32212 papers with code
Transformers
93 methods
25114 papers with code
Word Embeddings
21 methods
848 papers with code
Attention Patterns
8 methods
2829 papers with code
Sentence Embeddings
8 methods
158 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1389 papers with code
Off-Policy TD Control
16 methods
1674 papers with code
Reinforcement Learning Frameworks
11 methods
223 papers with code
Q-Learning Networks
10 methods
565 papers with code
Heuristic Search Algorithms
8 methods
354 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
359 papers with code
Audio Model Blocks
14 methods
77 papers with code
Text-to-Speech Models
12 methods
133 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
40 methods
7931 papers with code
Sequence To Sequence Models
21 methods
1893 papers with code
Time Series Analysis
10 methods
816 papers with code
Temporal Convolutions
8 methods
248 papers with code
Bidirectional Recurrent Neural Networks
6 methods
697 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
1962 papers with code
Graph Embeddings
42 methods
973 papers with code
Graph Representation Learning
17 methods
6875 papers with code
Graph Data Augmentation
2 methods
1 papers with code