Computer Vision

Semantic Segmentation

5199 papers with code

Image Classification

3785 papers with code

Object Detection

3706 papers with code

Representation Learning

3690 papers with code

Contrastive Learning

2178 papers with code

See all 1736 tasks

Natural Language Processing

Language Modelling

4482 papers with code

Translation

3185 papers with code

Question Answering

2883 papers with code

Machine Translation

2148 papers with code

Text Generation

1495 papers with code

See all 776 tasks

Medical

Medical Image Segmentation

751 papers with code

EEG

394 papers with code

Drug Discovery

375 papers with code

Property Prediction

225 papers with code

Lesion Segmentation

208 papers with code

See all 308 tasks

Miscellaneous

Transfer Learning

2824 papers with code

BIG-bench Machine Learning

2318 papers with code

Benchmarking

1504 papers with code

Recommendation Systems

1447 papers with code

Fairness

1172 papers with code

See all 262 tasks

Methodology

General Classification

3931 papers with code

Reinforcement Learning (RL)

3912 papers with code

Retrieval

3825 papers with code

Representation Learning

3690 papers with code

Classification

3246 papers with code

See all 224 tasks

Time Series

Time Series Analysis

1879 papers with code

Computational Efficiency

843 papers with code

Time Series Forecasting

397 papers with code

EEG

394 papers with code

Imputation

334 papers with code

See all 122 tasks

Graphs

Link Prediction

808 papers with code

Node Classification

782 papers with code

Graph Embedding

474 papers with code

Graph Learning

473 papers with code

Graph Classification

380 papers with code

See all 106 tasks

Speech

Speech Recognition

1090 papers with code

Automatic Speech Recognition (ASR)

481 papers with code

Speech Synthesis

290 papers with code

Dialogue Generation

229 papers with code

Speech Enhancement

218 papers with code

See all 88 tasks

Audio

Speech Synthesis

290 papers with code

Voice Conversion

149 papers with code

Audio Classification

131 papers with code

Music Generation

129 papers with code

Language Identification

123 papers with code

See all 82 tasks

Reasoning

Decision Making

2039 papers with code

Navigate

407 papers with code

Common Sense Reasoning

254 papers with code

Visual Reasoning

211 papers with code

Model-based Reinforcement Learning

195 papers with code

See all 78 tasks

Computer Code

Semantic Segmentation

5199 papers with code

Reinforcement Learning (RL)

3912 papers with code

Image Super-Resolution

610 papers with code

NMT

489 papers with code

Code Generation

331 papers with code

See all 73 tasks

Playing Games

Sentence

3396 papers with code

Continuous Control

413 papers with code

Atari Games

277 papers with code

Offline RL

226 papers with code

OpenAI Gym

160 papers with code

See all 60 tasks

Adversarial

Adversarial Robustness

603 papers with code

Adversarial Attack

597 papers with code

Adversarial Defense

179 papers with code

Backdoor Attack

141 papers with code

Data Poisoning

123 papers with code

See all 59 tasks

Robots

Benchmarking

1504 papers with code

Motion Planning

198 papers with code

Robot Navigation

130 papers with code

Visual Navigation

105 papers with code

Visual Odometry

97 papers with code

See all 56 tasks

Knowledge Base

Knowledge Graphs

959 papers with code

Causal Inference

425 papers with code

Knowledge Graph Completion

206 papers with code

Explainable Artificial Intelligence (XAI)

206 papers with code

Causal Discovery

203 papers with code

See all 49 tasks

Music

Music Generation

129 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