Computer Vision

Semantic Segmentation

3992 papers with code

Image Classification

3117 papers with code

Object Detection

2958 papers with code

Contrastive Learning

1467 papers with code

Image Generation

1370 papers with code

See all 1507 tasks

Natural Language Processing

Language Modelling

2767 papers with code

Question Answering

2123 papers with code

Machine Translation

1873 papers with code

Sentiment Analysis

1117 papers with code

Text Generation

1105 papers with code

See all 693 tasks

Medical

Medical Image Segmentation

507 papers with code

Drug Discovery

267 papers with code

Lesion Segmentation

158 papers with code

Synthetic Data Generation

115 papers with code

Medical Diagnosis

114 papers with code

See all 262 tasks

Miscellaneous

BIG-bench Machine Learning

2272 papers with code

Transfer Learning

2266 papers with code

Recommendation Systems

1097 papers with code

Benchmarking

1011 papers with code

Fairness

860 papers with code

See all 248 tasks

Methodology

General Classification

3903 papers with code

Reinforcement Learning (RL)

3458 papers with code

Retrieval

2918 papers with code

Representation Learning

2868 papers with code

Classification

2761 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

246 papers with code

Time Series Classification

192 papers with code

See all 102 tasks

Graphs

Link Prediction

667 papers with code

Node Classification

603 papers with code

Graph Embedding

396 papers with code

Graph Learning

316 papers with code

Graph Classification

311 papers with code

See all 87 tasks

Speech

Speech Recognition

883 papers with code

Automatic Speech Recognition (ASR)

396 papers with code

Speech Synthesis

230 papers with code

Dialogue Generation

196 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

1408 papers with code

Navigate

292 papers with code

Common Sense Reasoning

170 papers with code

Model-based Reinforcement Learning

157 papers with code

Visual Reasoning

131 papers with code

See all 62 tasks

Computer Code

NMT

438 papers with code

Code Generation

153 papers with code

Program Synthesis

107 papers with code

Text-To-SQL

101 papers with code

Paraphrase Generation

56 papers with code

See all 62 tasks

Playing Games

Continuous Control

361 papers with code

Atari Games

255 papers with code

OpenAI Gym

143 papers with code

Offline RL

141 papers with code

Starcraft

109 papers with code

See all 59 tasks

Robots

Benchmarking

1011 papers with code

Motion Planning

154 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

Adversarial

Adversarial Attack

494 papers with code

Adversarial Robustness

486 papers with code

Adversarial Defense

153 papers with code

Data Poisoning

90 papers with code

Backdoor Attack

86 papers with code

See all 51 tasks

Knowledge Base

Knowledge Graphs

746 papers with code

Causal Inference

336 papers with code

Knowledge Graph Completion

157 papers with code

Causal Discovery

147 papers with code

Entity Alignment

86 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