Computer Vision

Semantic Segmentation

5240 papers with code

Image Classification

3805 papers with code

Object Detection

3727 papers with code

Representation Learning

3716 papers with code

Contrastive Learning

2205 papers with code

See all 1739 tasks

Natural Language Processing

Language Modelling

4535 papers with code

Decoder

3506 papers with code

Translation

3193 papers with code

Question Answering

2911 papers with code

Machine Translation

2154 papers with code

See all 780 tasks

Medical

Medical Image Segmentation

765 papers with code

EEG

398 papers with code

Drug Discovery

380 papers with code

Property Prediction

228 papers with code

Lesion Segmentation

208 papers with code

See all 308 tasks

Miscellaneous

Transfer Learning

2855 papers with code

BIG-bench Machine Learning

2318 papers with code

Benchmarking

1525 papers with code

Recommendation Systems

1463 papers with code

Fairness

1190 papers with code

See all 262 tasks

Methodology

General Classification

3931 papers with code

Reinforcement Learning (RL)

3929 papers with code

Retrieval

3870 papers with code

Representation Learning

3716 papers with code

Classification

3256 papers with code

See all 224 tasks

Time Series

Time Series Analysis

1881 papers with code

Computational Efficiency

857 papers with code

Time Series Forecasting

404 papers with code

EEG

398 papers with code

Imputation

336 papers with code

See all 122 tasks

Graphs

Link Prediction

813 papers with code

Node Classification

787 papers with code

Graph Learning

478 papers with code

Graph Embedding

477 papers with code

Graph Classification

382 papers with code

See all 106 tasks

Speech

Speech Recognition

1096 papers with code

Automatic Speech Recognition (ASR)

482 papers with code

Speech Synthesis

292 papers with code

Dialogue Generation

230 papers with code

Speech Enhancement

218 papers with code

See all 88 tasks

Audio

Speech Synthesis

292 papers with code

Voice Conversion

150 papers with code

Audio Classification

133 papers with code

Music Generation

132 papers with code

Language Identification

123 papers with code

See all 82 tasks

Reasoning

Decision Making

2070 papers with code

Navigate

409 papers with code

Common Sense Reasoning

258 papers with code

Visual Reasoning

215 papers with code

Model-based Reinforcement Learning

195 papers with code

See all 78 tasks

Computer Code

Semantic Segmentation

5240 papers with code

Reinforcement Learning (RL)

3929 papers with code

NMT

490 papers with code

Code Generation

337 papers with code

Program Synthesis

139 papers with code

See all 72 tasks

Playing Games

Sentence

3412 papers with code

Continuous Control

415 papers with code

Atari Games

277 papers with code

Offline RL

226 papers with code

OpenAI Gym

161 papers with code

See all 60 tasks

Adversarial

Adversarial Robustness

606 papers with code

Adversarial Attack

599 papers with code

Adversarial Defense

179 papers with code

Backdoor Attack

144 papers with code

Data Poisoning

124 papers with code

See all 59 tasks

Robots

Benchmarking

1525 papers with code

Motion Planning

196 papers with code

Robot Navigation

130 papers with code

Visual Navigation

106 papers with code

Visual Odometry

98 papers with code

See all 56 tasks

Knowledge Base

Knowledge Graphs

970 papers with code

Causal Inference

430 papers with code

Explainable Artificial Intelligence (XAI)

210 papers with code

Knowledge Graph Completion

208 papers with code

Causal Discovery

205 papers with code

See all 49 tasks

Music

Music Generation

132 papers with code

Music Information Retrieval

94 papers with code

Music Source Separation

53 papers with code

Music Transcription

36 papers with code

Music Modeling

22 papers with code

See all 29 tasks