General

Attention

39298 papers with code

Attention Mechanisms

21677 papers with code

Activation Functions

34283 papers with code

Stochastic Optimization

23377 papers with code

Regularization

52839 papers with code

See all 134 categories

Computer Vision

Convolutional Neural Networks

5994 papers with code

Generative Models

9128 papers with code

Image Model Blocks

7705 papers with code

Object Detection Models

2638 papers with code

Image Feature Extractors

180 papers with code

See all 126 categories

Natural Language Processing

Language Models

38349 papers with code

Transformers

30878 papers with code

Word Embeddings

871 papers with code

Attention Patterns

3382 papers with code

Sentence Embeddings

176 papers with code

See all 48 categories

Reinforcement Learning

Policy Gradient Methods

1506 papers with code

Off-Policy TD Control

1784 papers with code

Reinforcement Learning Frameworks

256 papers with code

Q-Learning Networks

590 papers with code

Heuristic Search Algorithms

377 papers with code

See all 28 categories

Audio

Generative Audio Models

372 papers with code

Audio Model Blocks

79 papers with code

Text-to-Speech Models

134 papers with code

Speech Separation Models

44 papers with code

Speech Recognition

40 papers with code

See all 13 categories

Sequential

Recurrent Neural Networks

8523 papers with code

Sequence To Sequence Models

2188 papers with code

Time Series Analysis

846 papers with code

Temporal Convolutions

259 papers with code

Bidirectional Recurrent Neural Networks

717 papers with code

See all 11 categories

Graphs

Graph Models

2142 papers with code

Graph Embeddings

1109 papers with code

Graph Representation Learning

7744 papers with code

Graph Data Augmentation

1 papers with code