Computer Vision

Semantic Segmentation

3697 papers with code

Image Classification

2945 papers with code

Object Detection

2776 papers with code

Contrastive Learning

1309 papers with code

Image Generation

1224 papers with code

See all 1460 tasks

Natural Language Processing

Language Modelling

2493 papers with code

Question Answering

1951 papers with code

Machine Translation

1782 papers with code

Sentiment Analysis

1073 papers with code

Text Generation

998 papers with code

See all 681 tasks

Medical

Medical Image Segmentation

453 papers with code

Drug Discovery

249 papers with code

Lesion Segmentation

154 papers with code

Medical Diagnosis

109 papers with code

Synthetic Data Generation

105 papers with code

See all 258 tasks

Miscellaneous

BIG-bench Machine Learning

2269 papers with code

Transfer Learning

2154 papers with code

Recommendation Systems

1016 papers with code

Benchmarking

932 papers with code

Fairness

791 papers with code

See all 246 tasks

Methodology

General Classification

3882 papers with code

Reinforcement Learning (RL)

3342 papers with code

Representation Learning

2700 papers with code

Classification

2643 papers with code

BIG-bench Machine Learning

2269 papers with code

See all 205 tasks

Time Series

Time Series Analysis

1752 papers with code

Electroencephalogram (EEG)

303 papers with code

Time Series Forecasting

247 papers with code

Imputation

235 papers with code

Time Series Classification

182 papers with code

See all 99 tasks

Graphs

Link Prediction

635 papers with code

Node Classification

569 papers with code

Graph Embedding

379 papers with code

Graph Classification

296 papers with code

Graph Learning

289 papers with code

See all 84 tasks

Speech

Speech Recognition

839 papers with code

Automatic Speech Recognition (ASR)

380 papers with code

Speech Synthesis

212 papers with code

Dialogue Generation

175 papers with code

Speech Enhancement

170 papers with code

See all 77 tasks

Reasoning

Decision Making

1303 papers with code

Navigate

277 papers with code

Common Sense Reasoning

156 papers with code

Model-based Reinforcement Learning

149 papers with code

Visual Reasoning

124 papers with code

See all 62 tasks

Audio

Voice Conversion

115 papers with code

Language Identification

95 papers with code

Audio Classification

93 papers with code

Music Generation

91 papers with code

Sound Event Detection

58 papers with code

See all 60 tasks

Computer Code

NMT

424 papers with code

Code Generation

126 papers with code

Program Synthesis

97 papers with code

Text-To-SQL

91 papers with code

Paraphrase Generation

55 papers with code

See all 60 tasks

Playing Games

Continuous Control

338 papers with code

Atari Games

250 papers with code

OpenAI Gym

139 papers with code

Offline RL

123 papers with code

Starcraft

106 papers with code

See all 59 tasks

Adversarial

Adversarial Attack

469 papers with code

Adversarial Robustness

437 papers with code

Adversarial Defense

144 papers with code

Data Poisoning

85 papers with code

Backdoor Attack

77 papers with code

See all 50 tasks

Robots

Benchmarking

932 papers with code

Motion Planning

146 papers with code

Robot Navigation

92 papers with code

Visual Odometry

84 papers with code

Visual Navigation

78 papers with code

See all 47 tasks

Knowledge Base

Knowledge Graphs

693 papers with code

Knowledge Graph Completion

149 papers with code

Causal Discovery

135 papers with code

Entity Alignment

78 papers with code

Knowledge Base Completion

60 papers with code

See all 37 tasks

Music

Music Generation

91 papers with code

Music Information Retrieval

72 papers with code

Music Source Separation

44 papers with code

Music Transcription

32 papers with code

Music Modeling

21 papers with code

See all 25 tasks