Computer Vision

Semantic Segmentation

3999 papers with code

Image Classification

3121 papers with code

Object Detection

2961 papers with code

Contrastive Learning

1474 papers with code

Image Generation

1373 papers with code

See all 1507 tasks

Natural Language Processing

Language Modelling

2778 papers with code

Question Answering

2125 papers with code

Machine Translation

1875 papers with code

Sentiment Analysis

1117 papers with code

Text Generation

1110 papers with code

See all 694 tasks

Medical

Medical Image Segmentation

509 papers with code

Drug Discovery

267 papers with code

Lesion Segmentation

158 papers with code

Synthetic Data Generation

115 papers with code

Medical Diagnosis

113 papers with code

See all 262 tasks

Miscellaneous

BIG-bench Machine Learning

2273 papers with code

Transfer Learning

2270 papers with code

Recommendation Systems

1103 papers with code

Benchmarking

1016 papers with code

Fairness

862 papers with code

See all 248 tasks

Methodology

General Classification

3903 papers with code

Reinforcement Learning (RL)

3460 papers with code

Retrieval

2927 papers with code

Representation Learning

2879 papers with code

Classification

2763 papers with code

See all 209 tasks

Time Series

Time Series Analysis

1784 papers with code

Electroencephalogram (EEG)

305 papers with code

Time Series Forecasting

263 papers with code

Imputation

247 papers with code

Time Series Classification

192 papers with code

See all 102 tasks

Graphs

Link Prediction

668 papers with code

Node Classification

604 papers with code

Graph Embedding

396 papers with code

Graph Learning

318 papers with code

Graph Classification

311 papers with code

See all 87 tasks

Speech

Speech Recognition

886 papers with code

Automatic Speech Recognition (ASR)

396 papers with code

Speech Synthesis

231 papers with code

Dialogue Generation

197 papers with code

Speech Enhancement

185 papers with code

See all 79 tasks

Audio

Voice Conversion

119 papers with code

Language Identification

104 papers with code

Audio Classification

102 papers with code

Music Generation

97 papers with code

Sound Event Detection

60 papers with code

See all 64 tasks

Reasoning

Decision Making

1412 papers with code

Navigate

295 papers with code

Common Sense Reasoning

171 papers with code

Model-based Reinforcement Learning

158 papers with code

Visual Reasoning

131 papers with code

See all 62 tasks

Computer Code

NMT

438 papers with code

Code Generation

154 papers with code

Program Synthesis

108 papers with code

Text-To-SQL

101 papers with code

Paraphrase Generation

56 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

142 papers with code

Starcraft

110 papers with code

See all 59 tasks

Adversarial

Adversarial Attack

494 papers with code

Adversarial Robustness

486 papers with code

Adversarial Defense

153 papers with code

Data Poisoning

92 papers with code

Backdoor Attack

86 papers with code

See all 52 tasks

Robots

Benchmarking

1016 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

748 papers with code

Causal Inference

337 papers with code

Knowledge Graph Completion

157 papers with code

Causal Discovery

147 papers with code

Entity Alignment

89 papers with code

See all 42 tasks

Music

Music Generation

97 papers with code

Music Information Retrieval

78 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