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General
Attention
115 methods
17304 papers with code
Attention Mechanisms
78 methods
9595 papers with code
Stochastic Optimization
58 methods
11497 papers with code
Regularization
54 methods
25666 papers with code
Activation Functions
51 methods
23562 papers with code
See all 128 categories
Computer Vision
Convolutional Neural Networks
115 methods
4680 papers with code
Generative Models
92 methods
6411 papers with code
Image Model Blocks
90 methods
5735 papers with code
Object Detection Models
67 methods
1855 papers with code
Image Feature Extractors
60 methods
117 papers with code
See all 121 categories
Natural Language Processing
Language Models
110 methods
4498 papers with code
Transformers
87 methods
10053 papers with code
Word Embeddings
21 methods
744 papers with code
Attention Patterns
7 methods
540 papers with code
Sentence Embeddings
7 methods
47 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
755 papers with code
Off-Policy TD Control
16 methods
1199 papers with code
Q-Learning Networks
10 methods
423 papers with code
Distributed Reinforcement Learning
7 methods
27 papers with code
Reinforcement Learning Frameworks
7 methods
18 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
278 papers with code
Audio Model Blocks
12 methods
65 papers with code
Text-to-Speech Models
12 methods
103 papers with code
Speech Separation Models
5 methods
21 papers with code
Speech Recognition
4 methods
16 papers with code
See all 12 categories
Sequential
Recurrent Neural Networks
39 methods
4763 papers with code
Sequence To Sequence Models
21 methods
1121 papers with code
Temporal Convolutions
8 methods
190 papers with code
Time Series Analysis
8 methods
637 papers with code
Bidirectional Recurrent Neural Networks
6 methods
609 papers with code
See all 9 categories
Graphs
Graph Models
65 methods
1301 papers with code
Graph Embeddings
36 methods
540 papers with code
Graph Representation Learning
9 methods
2009 papers with code
Graph Data Augmentation
