Computer Vision

Semantic Segmentation

3525 papers with code

Image Classification

2856 papers with code

Object Detection

2652 papers with code

Contrastive Learning

1195 papers with code

Image Generation

1145 papers with code

See all 1439 tasks

Natural Language Processing

Language Modelling

2368 papers with code

Question Answering

1881 papers with code

Machine Translation

1755 papers with code

Sentiment Analysis

1053 papers with code

Text Generation

965 papers with code

See all 677 tasks

Medical

Transfer Learning

2071 papers with code

Medical Image Segmentation

433 papers with code

Drug Discovery

239 papers with code

Lesion Segmentation

149 papers with code

Medical Diagnosis

101 papers with code

See all 259 tasks

Miscellaneous

BIG-bench Machine Learning

2260 papers with code

Transfer Learning

2071 papers with code

Recommendation Systems

961 papers with code

Fairness

754 papers with code

Management

633 papers with code

See all 242 tasks

Methodology

General Classification

3873 papers with code

reinforcement Learning

2849 papers with code

Classification

2575 papers with code

Representation Learning

2550 papers with code

BIG-bench Machine Learning

2260 papers with code

See all 207 tasks

Time Series

Time Series

1681 papers with code

EEG

290 papers with code

Time Series Forecasting

229 papers with code

Imputation

225 papers with code

Time Series Classification

172 papers with code

See all 101 tasks

Graphs

Link Prediction

614 papers with code

Node Classification

543 papers with code

Graph Embedding

357 papers with code

Graph Classification

293 papers with code

Graph Learning

267 papers with code

See all 79 tasks

Speech

Speech Recognition

813 papers with code

Image-to-Image Translation

397 papers with code

Automatic Speech Recognition

367 papers with code

Speech Synthesis

208 papers with code

Dialogue Generation

168 papers with code

See all 77 tasks

Reasoning

Decision Making

1253 papers with code

Navigate

270 papers with code

Common Sense Reasoning

150 papers with code

Model-based Reinforcement Learning

139 papers with code

Visual Reasoning

117 papers with code

See all 62 tasks

Computer Code

Recommendation Systems

961 papers with code

NMT

420 papers with code

Code Generation

111 papers with code

Program Synthesis

95 papers with code

Text-To-Sql

87 papers with code

See all 61 tasks

Audio

Voice Conversion

111 papers with code

Language Identification

93 papers with code

Music Generation

90 papers with code

Audio Classification

87 papers with code

Sound Event Detection

55 papers with code

See all 60 tasks

Playing Games

Continuous Control

331 papers with code

Atari Games

247 papers with code

OpenAI Gym

137 papers with code

Offline RL

111 papers with code

Starcraft

106 papers with code

See all 59 tasks

Adversarial

Question Answering

1881 papers with code

Adversarial Attack

450 papers with code

Adversarial Robustness

412 papers with code

Image-to-Image Translation

397 papers with code

Adversarial Defense

138 papers with code

See all 52 tasks

Robots

Motion Planning

134 papers with code

Robot Navigation

88 papers with code

Visual Odometry

84 papers with code

Visual Navigation

75 papers with code

Vision and Language Navigation

60 papers with code

See all 47 tasks

Knowledge Base

Knowledge Graphs

668 papers with code

Link Prediction

614 papers with code

Knowledge Graph Completion

141 papers with code

Causal Discovery

120 papers with code

Entity Alignment

77 papers with code

See all 36 tasks

Music

Music Generation

90 papers with code

Music Information Retrieval

70 papers with code

Music Source Separation

44 papers with code

Music Transcription

32 papers with code

Music Modeling

20 papers with code

See all 26 tasks