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Methods
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General
Attention
125 methods
36236 papers with code
Attention Mechanisms
82 methods
20044 papers with code
Activation Functions
74 methods
33151 papers with code
Stochastic Optimization
62 methods
21773 papers with code
Regularization
58 methods
49121 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
123 methods
5977 papers with code
Generative Models
100 methods
8991 papers with code
Image Model Blocks
93 methods
7621 papers with code
Object Detection Models
71 methods
2480 papers with code
Image Feature Extractors
61 methods
180 papers with code
See all 126 categories
Natural Language Processing
Language Models
139 methods
34600 papers with code
Transformers
94 methods
27414 papers with code
Word Embeddings
21 methods
854 papers with code
Attention Patterns
8 methods
3057 papers with code
Sentence Embeddings
8 methods
165 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1429 papers with code
Off-Policy TD Control
16 methods
1710 papers with code
Reinforcement Learning Frameworks
12 methods
240 papers with code
Q-Learning Networks
10 methods
572 papers with code
Heuristic Search Algorithms
8 methods
364 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
40 papers with code
Speech Recognition
4 methods
38 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
8235 papers with code
Sequence To Sequence Models
22 methods
2006 papers with code
Time Series Analysis
10 methods
828 papers with code
Temporal Convolutions
8 methods
253 papers with code
Bidirectional Recurrent Neural Networks
6 methods
707 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
2038 papers with code
Graph Embeddings
42 methods
1030 papers with code
Graph Representation Learning
17 methods
7238 papers with code
Graph Data Augmentation
2 methods
1 papers with code