Computer Vision

Semantic Segmentation

2731 papers with code

Image Classification

2300 papers with code

Object Detection

2078 papers with code

Image Generation

897 papers with code

Denoising

851 papers with code

See all 1275 tasks

Natural Language Processing

Language Modelling

1785 papers with code

Machine Translation

1525 papers with code

Question Answering

1520 papers with code

Sentiment Analysis

925 papers with code

Text Generation

771 papers with code

See all 561 tasks

Medical

Medical Image Segmentation

302 papers with code

Drug Discovery

185 papers with code

Lesion Segmentation

112 papers with code

Brain Tumor Segmentation

85 papers with code

Medical Diagnosis

77 papers with code

See all 232 tasks

Methodology

General Classification

3768 papers with code

Representation Learning

1915 papers with code

Transfer Learning

1673 papers with code

Data Augmentation

1318 papers with code

Domain Adaptation

1174 papers with code

See all 189 tasks

Miscellaneous

Recommendation Systems

782 papers with code

Fairness

531 papers with code

Continual Learning

362 papers with code

Collaborative Filtering

244 papers with code

Causal Inference

231 papers with code

See all 155 tasks

Time Series

Time Series

1317 papers with code

EEG

214 papers with code

Imputation

180 papers with code

Time Series Forecasting

167 papers with code

Time Series Classification

138 papers with code

See all 74 tasks

Graphs

Link Prediction

520 papers with code

Node Classification

429 papers with code

Graph Embedding

307 papers with code

Graph Classification

240 papers with code

Graph Learning

185 papers with code

See all 72 tasks

Speech

Speech Recognition

671 papers with code

Automatic Speech Recognition

273 papers with code

Speech Synthesis

160 papers with code

Speech Enhancement

134 papers with code

Dialogue Generation

133 papers with code

See all 62 tasks

Playing Games

Object Tracking

320 papers with code

Continuous Control

265 papers with code

Atari Games

224 papers with code

OpenAI Gym

121 papers with code

Starcraft

87 papers with code

See all 56 tasks

Audio

Voice Conversion

92 papers with code

Language Identification

79 papers with code

Audio Classification

67 papers with code

Music Generation

66 papers with code

Sound Event Detection

46 papers with code

See all 49 tasks

Computer Code

Code Generation

77 papers with code

Program Synthesis

77 papers with code

Text-To-Sql

70 papers with code

Paraphrase Generation

42 papers with code

Source Code Summarization

28 papers with code

See all 48 tasks

Adversarial

Fairness

531 papers with code

Adversarial Attack

350 papers with code

Image-to-Image Translation

335 papers with code

Adversarial Robustness

308 papers with code

Adversarial Defense

112 papers with code

See all 45 tasks

Robots

Motion Planning

105 papers with code

3D Semantic Segmentation

86 papers with code

Robot Navigation

77 papers with code

Visual Odometry

69 papers with code

Visual Navigation

59 papers with code

See all 40 tasks

Knowledge Base

Knowledge Graphs

535 papers with code

Link Prediction

520 papers with code

Knowledge Graph Completion

112 papers with code

Causal Discovery

85 papers with code

Entity Alignment

57 papers with code

See all 28 tasks

Reasoning

Decision Making

958 papers with code

Common Sense Reasoning

120 papers with code

Model-based Reinforcement Learning

112 papers with code

Visual Reasoning

85 papers with code

Systematic Generalization

38 papers with code

See all 27 tasks

Music

Image Generation

897 papers with code

Music Generation

66 papers with code

Music Information Retrieval

61 papers with code

Music Source Separation

36 papers with code

Music Transcription

28 papers with code

See all 22 tasks