Computer Vision

Semantic Segmentation

5260 papers with code

Image Classification

3821 papers with code

Object Detection

3737 papers with code

Representation Learning

3732 papers with code

Contrastive Learning

2223 papers with code

See all 1743 tasks

Natural Language Processing

Language Modelling

4576 papers with code

Decoder

3520 papers with code

Translation

3195 papers with code

Question Answering

2928 papers with code

Machine Translation

2154 papers with code

See all 784 tasks

Medical

Medical Image Segmentation

767 papers with code

EEG

400 papers with code

Drug Discovery

385 papers with code

Property Prediction

232 papers with code

Lesion Segmentation

210 papers with code

See all 308 tasks

Miscellaneous

Transfer Learning

2859 papers with code

BIG-bench Machine Learning

2319 papers with code

Benchmarking

1533 papers with code

Recommendation Systems

1471 papers with code

Fairness

1194 papers with code

See all 262 tasks

Methodology

Reinforcement Learning (RL)

3938 papers with code

General Classification

3930 papers with code

Retrieval

3887 papers with code

Representation Learning

3732 papers with code

Classification

3262 papers with code

See all 224 tasks

Time Series

Time Series Analysis

1885 papers with code

Computational Efficiency

864 papers with code

Time Series Forecasting

412 papers with code

EEG

400 papers with code

Imputation

340 papers with code

See all 122 tasks

Graphs

Link Prediction

816 papers with code

Node Classification

789 papers with code

Graph Learning

480 papers with code

Graph Embedding

479 papers with code

Graph Classification

382 papers with code

See all 107 tasks

Speech

Speech Recognition

1101 papers with code

Automatic Speech Recognition (ASR)

483 papers with code

Speech Synthesis

293 papers with code

Dialogue Generation

231 papers with code

Speech Enhancement

220 papers with code

See all 88 tasks

Audio

Speech Synthesis

293 papers with code

Voice Conversion

152 papers with code

Audio Classification

134 papers with code

Music Generation

133 papers with code

Language Identification

123 papers with code

See all 82 tasks

Reasoning

Decision Making

2081 papers with code

Navigate

414 papers with code

Common Sense Reasoning

259 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

5260 papers with code

Reinforcement Learning (RL)

3938 papers with code

NMT

490 papers with code

Code Generation

340 papers with code

Program Synthesis

139 papers with code

See all 72 tasks

Playing Games

Sentence

3415 papers with code

Continuous Control

417 papers with code

Atari Games

277 papers with code

Offline RL

226 papers with code

OpenAI Gym

162 papers with code

See all 60 tasks

Adversarial

Adversarial Robustness

608 papers with code

Adversarial Attack

602 papers with code

Adversarial Defense

179 papers with code

Backdoor Attack

145 papers with code

Data Poisoning

124 papers with code

See all 59 tasks

Robots

Benchmarking

1533 papers with code

Motion Planning

196 papers with code

Robot Navigation

131 papers with code

Visual Navigation

107 papers with code

Visual Odometry

99 papers with code

See all 56 tasks

Knowledge Base

Knowledge Graphs

977 papers with code

Causal Inference

431 papers with code

Explainable Artificial Intelligence (XAI)

214 papers with code

Knowledge Graph Completion

208 papers with code

Causal Discovery

205 papers with code

See all 50 tasks

Music

Music Generation

133 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