Computer Vision

Semantic Segmentation

5620 papers with code

Image Classification

4034 papers with code

Object Detection

4001 papers with code

Representation Learning

3958 papers with code

Contrastive Learning

2428 papers with code

See all 1804 tasks

Natural Language Processing

Language Modelling

5193 papers with code

Decoder

3744 papers with code

Translation

3314 papers with code

Question Answering

3213 papers with code

Machine Translation

2242 papers with code

See all 805 tasks

Medical

Medical Image Segmentation

838 papers with code

EEG

428 papers with code

Drug Discovery

422 papers with code

Property Prediction

261 papers with code

Lesion Segmentation

218 papers with code

See all 312 tasks

Miscellaneous

Transfer Learning

3004 papers with code

Diversity

2475 papers with code

BIG-bench Machine Learning

2330 papers with code

Benchmarking

1771 papers with code

Recommendation Systems

1575 papers with code

See all 267 tasks

Methodology

Retrieval

4199 papers with code

Reinforcement Learning (RL)

4095 papers with code

Representation Learning

3958 papers with code

General Classification

3937 papers with code

Classification

3393 papers with code

See all 230 tasks

Time Series

Time Series Analysis

1917 papers with code

Computational Efficiency

969 papers with code

Time Series Forecasting

483 papers with code

EEG

428 papers with code

Imputation

375 papers with code

See all 123 tasks

Graphs

Graph Neural Network

1268 papers with code

Link Prediction

862 papers with code

Node Classification

842 papers with code

Graph Learning

531 papers with code

Graph Embedding

493 papers with code

See all 108 tasks

Speech

Speech Recognition

1174 papers with code

Automatic Speech Recognition (ASR)

524 papers with code

Speech Synthesis

309 papers with code

Dialogue Generation

237 papers with code

Speech Enhancement

233 papers with code

See all 95 tasks

Audio

Speech Synthesis

309 papers with code

Voice Conversion

154 papers with code

Audio Classification

152 papers with code

Music Generation

143 papers with code

Language Identification

128 papers with code

See all 83 tasks

Reasoning

Decision Making

2286 papers with code

Navigate

482 papers with code

Common Sense Reasoning

287 papers with code

Visual Reasoning

234 papers with code

Logical Reasoning

216 papers with code

See all 81 tasks

Computer Code

Semantic Segmentation

5620 papers with code

Reinforcement Learning (RL)

4095 papers with code

NMT

498 papers with code

Code Generation

413 papers with code

Text-To-SQL

147 papers with code

See all 75 tasks

Playing Games

Sentence

3536 papers with code

Continuous Control

436 papers with code

Atari Games

286 papers with code

Offline RL

243 papers with code

OpenAI Gym

172 papers with code

See all 62 tasks

Adversarial

Adversarial Robustness

649 papers with code

Adversarial Attack

640 papers with code

Open-Domain Question Answering

211 papers with code

Adversarial Defense

192 papers with code

Backdoor Attack

164 papers with code

See all 62 tasks

Robots

Benchmarking

1771 papers with code

Motion Planning

204 papers with code

Robot Navigation

140 papers with code

Visual Navigation

110 papers with code

Visual Odometry

102 papers with code

See all 58 tasks

Knowledge Base

Knowledge Graphs

1044 papers with code

Causal Inference

464 papers with code

Explainable Artificial Intelligence (XAI)

232 papers with code

Causal Discovery

231 papers with code

Knowledge Graph Completion

219 papers with code

See all 53 tasks

Music

Music Generation

143 papers with code

Music Information Retrieval

100 papers with code

Music Source Separation

55 papers with code

Music Transcription

40 papers with code

Music Modeling

22 papers with code

See all 30 tasks