General

Attention

35162 papers with code

Attention Mechanisms

19446 papers with code

Activation Functions

32702 papers with code

Stochastic Optimization

21223 papers with code

Regularization

47822 papers with code

See all 133 categories

Computer Vision

Convolutional Neural Networks

6231 papers with code

Generative Models

8838 papers with code

Image Model Blocks

7578 papers with code

Object Detection Models

2449 papers with code

Image Feature Extractors

179 papers with code

See all 126 categories

Natural Language Processing

Language Models

33255 papers with code

Transformers

26063 papers with code

Word Embeddings

851 papers with code

Attention Patterns

2919 papers with code

Sentence Embeddings

163 papers with code

See all 48 categories

Reinforcement Learning

Policy Gradient Methods

1406 papers with code

Off-Policy TD Control

1685 papers with code

Reinforcement Learning Frameworks

226 papers with code

Q-Learning Networks

567 papers with code

Heuristic Search Algorithms

358 papers with code

See all 28 categories

Audio

Generative Audio Models

362 papers with code

Audio Model Blocks

77 papers with code

Text-to-Speech Models

134 papers with code

Speech Separation Models

40 papers with code

Speech Recognition

37 papers with code

See all 13 categories

Sequential

Recurrent Neural Networks

8083 papers with code

Sequence To Sequence Models

1941 papers with code

Time Series Analysis

821 papers with code

Temporal Convolutions

251 papers with code

Bidirectional Recurrent Neural Networks

703 papers with code

See all 10 categories

Graphs

Graph Models

1991 papers with code

Graph Embeddings

993 papers with code

Graph Representation Learning

7039 papers with code

Graph Data Augmentation

1 papers with code