Browse State-of-the-Art
Datasets
Methods
More
Newsletter
RC2022
About
Trends
Portals
Libraries
Sign In
Methods
2,230
machine learning components
Subscribe to the PwC Newsletter
×
Stay informed on the latest trending ML papers with code, research developments, libraries, methods, and datasets.
Read previous issues
Join the community
×
You need to
log in
to edit.
You can
create a new account
if you don't have one.
General
Attention
125 methods
35978 papers with code
Attention Mechanisms
82 methods
19927 papers with code
Activation Functions
74 methods
33030 papers with code
Stochastic Optimization
62 methods
21598 papers with code
Regularization
58 methods
48728 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
123 methods
5963 papers with code
Generative Models
100 methods
8945 papers with code
Image Model Blocks
93 methods
7611 papers with code
Object Detection Models
71 methods
2471 papers with code
Image Feature Extractors
61 methods
179 papers with code
See all 126 categories
Natural Language Processing
Language Models
138 methods
34234 papers with code
Transformers
93 methods
27095 papers with code
Word Embeddings
21 methods
853 papers with code
Attention Patterns
8 methods
3022 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
1706 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
77 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
8196 papers with code
Sequence To Sequence Models
22 methods
1992 papers with code
Time Series Analysis
10 methods
827 papers with code
Temporal Convolutions
8 methods
253 papers with code
Bidirectional Recurrent Neural Networks
6 methods
706 papers with code
See all 10 categories
Graphs
Graph Models
66 methods
2024 papers with code
Graph Embeddings
42 methods
1020 papers with code
Graph Representation Learning
17 methods
7192 papers with code
Graph Data Augmentation
2 methods
1 papers with code
