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Methods
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General
Attention
125 methods
33773 papers with code
Attention Mechanisms
82 methods
18699 papers with code
Activation Functions
72 methods
32198 papers with code
Stochastic Optimization
62 methods
20504 papers with code
Regularization
57 methods
46142 papers with code
See all 133 categories
Computer Vision
Convolutional Neural Networks
122 methods
6151 papers with code
Generative Models
98 methods
8672 papers with code
Image Model Blocks
93 methods
7536 papers with code
Object Detection Models
69 methods
2411 papers with code
Image Feature Extractors
61 methods
179 papers with code
See all 126 categories
Natural Language Processing
Language Models
137 methods
31543 papers with code
Transformers
93 methods
24483 papers with code
Word Embeddings
21 methods
846 papers with code
Attention Patterns
8 methods
2753 papers with code
Sentence Embeddings
8 methods
157 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1381 papers with code
Off-Policy TD Control
16 methods
1667 papers with code
Reinforcement Learning Frameworks
11 methods
221 papers with code
Q-Learning Networks
10 methods
563 papers with code
Heuristic Search Algorithms
8 methods
352 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
7894 papers with code
Sequence To Sequence Models
21 methods
1870 papers with code
Time Series Analysis
10 methods
814 papers with code
Temporal Convolutions
8 methods
248 papers with code
Bidirectional Recurrent Neural Networks
6 methods
696 papers with code
See all 9 categories
Graphs
Graph Models
66 methods
1945 papers with code
Graph Embeddings
42 methods
956 papers with code
Graph Representation Learning
17 methods
6777 papers with code
Graph Data Augmentation
2 methods
1 papers with code