Computer Vision

Semantic Segmentation

4016 papers with code

Image Classification

3129 papers with code

Object Detection

2966 papers with code

Contrastive Learning

1478 papers with code

Image Generation

1383 papers with code

See all 1506 tasks

Natural Language Processing

Language Modelling

2793 papers with code

Question Answering

2132 papers with code

Machine Translation

1878 papers with code

Sentiment Analysis

1120 papers with code

Text Generation

1115 papers with code

See all 695 tasks

Medical

Medical Image Segmentation

515 papers with code

Drug Discovery

267 papers with code

Lesion Segmentation

158 papers with code

Synthetic Data Generation

117 papers with code

Medical Diagnosis

114 papers with code

See all 262 tasks

Miscellaneous

Transfer Learning

2280 papers with code

BIG-bench Machine Learning

2273 papers with code

Recommendation Systems

1110 papers with code

Benchmarking

1020 papers with code

Fairness

868 papers with code

See all 248 tasks

Methodology

General Classification

3904 papers with code

Reinforcement Learning (RL)

3466 papers with code

Retrieval

2933 papers with code

Representation Learning

2888 papers with code

Classification

2769 papers with code

See all 209 tasks

Time Series

Time Series Analysis

1788 papers with code

Electroencephalogram (EEG)

305 papers with code

Time Series Forecasting

265 papers with code

Imputation

249 papers with code

Time Series Classification

193 papers with code

See all 102 tasks

Graphs

Link Prediction

672 papers with code

Node Classification

610 papers with code

Visual Question Answering (VQA)

576 papers with code

Graph Embedding

398 papers with code

Graph Learning

319 papers with code

See all 89 tasks

Speech

Speech Recognition

889 papers with code

Automatic Speech Recognition (ASR)

400 papers with code

Speech Synthesis

233 papers with code

Dialogue Generation

197 papers with code

Speech Enhancement

186 papers with code

See all 80 tasks

Audio

Voice Conversion

119 papers with code

Language Identification

104 papers with code

Audio Classification

103 papers with code

Music Generation

97 papers with code

Sound Event Detection

60 papers with code

See all 64 tasks

Reasoning

Decision Making

1423 papers with code

Navigate

296 papers with code

Common Sense Reasoning

171 papers with code

Model-based Reinforcement Learning

159 papers with code

Visual Reasoning

131 papers with code

See all 62 tasks

Computer Code

NMT

441 papers with code

Code Generation

155 papers with code

Program Synthesis

109 papers with code

Text-To-SQL

101 papers with code

Paraphrase Generation

57 papers with code

See all 62 tasks

Playing Games

Continuous Control

363 papers with code

Atari Games

255 papers with code

OpenAI Gym

144 papers with code

Offline RL

144 papers with code

Starcraft

110 papers with code

See all 59 tasks

Adversarial

Adversarial Attack

496 papers with code

Adversarial Robustness

489 papers with code

Adversarial Defense

153 papers with code

Data Poisoning

93 papers with code

Backdoor Attack

86 papers with code

See all 52 tasks

Robots

Benchmarking

1020 papers with code

Motion Planning

155 papers with code

Robot Navigation

96 papers with code

Visual Odometry

87 papers with code

Visual Navigation

80 papers with code

See all 51 tasks

Knowledge Base

Knowledge Graphs

749 papers with code

Causal Inference

337 papers with code

Knowledge Graph Completion

158 papers with code

Causal Discovery

148 papers with code

Entity Alignment

89 papers with code

See all 42 tasks

Music

Music Generation

97 papers with code

Music Information Retrieval

79 papers with code

Music Source Separation

46 papers with code

Music Transcription

32 papers with code

Music Modeling

21 papers with code

See all 26 tasks