Computer Vision

Semantic Segmentation

5276 papers with code

Image Classification

3825 papers with code

Object Detection

3749 papers with code

Representation Learning

3737 papers with code

Contrastive Learning

2229 papers with code

See all 1743 tasks

Natural Language Processing

Language Modelling

4590 papers with code

Decoder

3527 papers with code

Translation

3199 papers with code

Question Answering

2930 papers with code

Machine Translation

2157 papers with code

See all 784 tasks

Medical

Medical Image Segmentation

772 papers with code

EEG

402 papers with code

Drug Discovery

385 papers with code

Property Prediction

233 papers with code

Lesion Segmentation

210 papers with code

See all 308 tasks

Miscellaneous

Transfer Learning

2867 papers with code

BIG-bench Machine Learning

2319 papers with code

Benchmarking

1538 papers with code

Recommendation Systems

1475 papers with code

Fairness

1202 papers with code

See all 262 tasks

Methodology

Reinforcement Learning (RL)

3942 papers with code

General Classification

3931 papers with code

Retrieval

3898 papers with code

Representation Learning

3737 papers with code

Classification

3271 papers with code

See all 224 tasks

Time Series

Time Series Analysis

1885 papers with code

Computational Efficiency

870 papers with code

Time Series Forecasting

413 papers with code

EEG

402 papers with code

Imputation

339 papers with code

See all 122 tasks

Graphs

Link Prediction

817 papers with code

Node Classification

790 papers with code

Graph Learning

484 papers with code

Graph Embedding

480 papers with code

Graph Classification

382 papers with code

See all 107 tasks

Speech

Speech Recognition

1102 papers with code

Automatic Speech Recognition (ASR)

485 papers with code

Speech Synthesis

294 papers with code

Dialogue Generation

231 papers with code

Speech Enhancement

220 papers with code

See all 88 tasks

Audio

Speech Synthesis

294 papers with code

Voice Conversion

152 papers with code

Audio Classification

135 papers with code

Music Generation

135 papers with code

Language Identification

123 papers with code

See all 82 tasks

Reasoning

Decision Making

2084 papers with code

Navigate

417 papers with code

Common Sense Reasoning

259 papers with code

Visual Reasoning

215 papers with code

Model-based Reinforcement Learning

196 papers with code

See all 78 tasks

Computer Code

Semantic Segmentation

5276 papers with code

Reinforcement Learning (RL)

3942 papers with code

NMT

490 papers with code

Code Generation

344 papers with code

Program Synthesis

139 papers with code

See all 72 tasks

Playing Games

Sentence

3417 papers with code

Continuous Control

417 papers with code

Atari Games

277 papers with code

Offline RL

227 papers with code

OpenAI Gym

163 papers with code

See all 60 tasks

Adversarial

Adversarial Robustness

609 papers with code

Adversarial Attack

603 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

1538 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

979 papers with code

Causal Inference

431 papers with code

Explainable Artificial Intelligence (XAI)

215 papers with code

Knowledge Graph Completion

208 papers with code

Causal Discovery

204 papers with code

See all 50 tasks

Music

Music Generation

135 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