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Methods
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General
Attention
125 methods
36082 papers with code
Attention Mechanisms
82 methods
19949 papers with code
Activation Functions
74 methods
33084 papers with code
Stochastic Optimization
62 methods
21677 papers with code
Regularization
58 methods
48921 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
123 methods
5964 papers with code
Generative Models
100 methods
8953 papers with code
Image Model Blocks
93 methods
7614 papers with code
Object Detection Models
71 methods
2475 papers with code
Image Feature Extractors
61 methods
180 papers with code
See all 126 categories
Natural Language Processing
Language Models
138 methods
34337 papers with code
Transformers
93 methods
27149 papers with code
Word Embeddings
21 methods
853 papers with code
Attention Patterns
8 methods
3038 papers with code
Sentence Embeddings
8 methods
164 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1426 papers with code
Off-Policy TD Control
16 methods
1707 papers with code
Reinforcement Learning Frameworks
12 methods
239 papers with code
Q-Learning Networks
10 methods
571 papers with code
Heuristic Search Algorithms
8 methods
363 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
364 papers with code
Audio Model Blocks
14 methods
78 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
8203 papers with code
Sequence To Sequence Models
22 methods
1994 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
2026 papers with code
Graph Embeddings
42 methods
1021 papers with code
Graph Representation Learning
17 methods
7197 papers with code
Graph Data Augmentation
2 methods
1 papers with code
