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Methods
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General
Attention
125 methods
35718 papers with code
Attention Mechanisms
82 methods
19757 papers with code
Activation Functions
74 methods
32914 papers with code
Stochastic Optimization
62 methods
21502 papers with code
Regularization
58 methods
48400 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
123 methods
5945 papers with code
Generative Models
100 methods
8907 papers with code
Image Model Blocks
93 methods
7597 papers with code
Object Detection Models
71 methods
2465 papers with code
Image Feature Extractors
61 methods
179 papers with code
See all 126 categories
Natural Language Processing
Language Models
138 methods
33946 papers with code
Transformers
93 methods
26720 papers with code
Word Embeddings
21 methods
852 papers with code
Attention Patterns
8 methods
2996 papers with code
Sentence Embeddings
8 methods
163 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1420 papers with code
Off-Policy TD Control
16 methods
1701 papers with code
Reinforcement Learning Frameworks
11 methods
232 papers with code
Q-Learning Networks
10 methods
570 papers with code
Heuristic Search Algorithms
8 methods
362 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
364 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
38 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
8152 papers with code
Sequence To Sequence Models
22 methods
1968 papers with code
Time Series Analysis
10 methods
825 papers with code
Temporal Convolutions
8 methods
253 papers with code
Bidirectional Recurrent Neural Networks
6 methods
705 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
2009 papers with code
Graph Embeddings
42 methods
1009 papers with code
Graph Representation Learning
17 methods
7136 papers with code
Graph Data Augmentation
2 methods
1 papers with code