Computer Vision

Semantic Segmentation

5173 papers with code

Image Classification

3772 papers with code

Object Detection

3697 papers with code

Representation Learning

3680 papers with code

Contrastive Learning

2165 papers with code

See all 1732 tasks

Natural Language Processing

Language Modelling

4439 papers with code

Retrieval

3809 papers with code

Translation

3182 papers with code

Question Answering

2869 papers with code

Machine Translation

2148 papers with code

See all 775 tasks

Medical

Medical Image Segmentation

747 papers with code

EEG

393 papers with code

Drug Discovery

372 papers with code

Property Prediction

224 papers with code

Lesion Segmentation

208 papers with code

See all 307 tasks

Miscellaneous

Transfer Learning

2818 papers with code

BIG-bench Machine Learning

2319 papers with code

Benchmarking

1491 papers with code

Recommendation Systems

1438 papers with code

Fairness

1166 papers with code

See all 262 tasks

Methodology

General Classification

3928 papers with code

Reinforcement Learning (RL)

3900 papers with code

Retrieval

3809 papers with code

Representation Learning

3680 papers with code

Classification

3232 papers with code

See all 224 tasks

Time Series

Time Series Analysis

1879 papers with code

Computational Efficiency

833 papers with code

Time Series Forecasting

396 papers with code

EEG

393 papers with code

Electroencephalogram (EEG)

332 papers with code

See all 122 tasks

Graphs

Link Prediction

806 papers with code

Node Classification

781 papers with code

Graph Embedding

473 papers with code

Graph Learning

470 papers with code

Graph Classification

379 papers with code

See all 107 tasks

Speech

Speech Recognition

1089 papers with code

Automatic Speech Recognition (ASR)

480 papers with code

Speech Synthesis

290 papers with code

Dialogue Generation

229 papers with code

Speech Enhancement

217 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

2025 papers with code

Navigate

405 papers with code

Common Sense Reasoning

254 papers with code

Visual Reasoning

212 papers with code

Model-based Reinforcement Learning

195 papers with code

See all 78 tasks

Computer Code

Semantic Segmentation

5173 papers with code

Reinforcement Learning (RL)

3900 papers with code

NMT

489 papers with code

Code Generation

325 papers with code

Program Synthesis

138 papers with code

See all 72 tasks

Playing Games

Sentence

3391 papers with code

Continuous Control

411 papers with code

Atari Games

277 papers with code

Offline RL

224 papers with code

OpenAI Gym

160 papers with code

See all 60 tasks

Adversarial

Adversarial Robustness

602 papers with code

Adversarial Attack

596 papers with code

Adversarial Defense

177 papers with code

Backdoor Attack

140 papers with code

Data Poisoning

123 papers with code

See all 59 tasks

Robots

Benchmarking

1491 papers with code

Motion Planning

196 papers with code

Robot Navigation

130 papers with code

Visual Navigation

105 papers with code

Visual Odometry

95 papers with code

See all 56 tasks

Knowledge Base

Knowledge Graphs

955 papers with code

Causal Inference

423 papers with code

Knowledge Graph Completion

205 papers with code

Explainable Artificial Intelligence (XAI)

205 papers with code

Causal Discovery

203 papers with code

See all 49 tasks

Music

Music Generation

129 papers with code

Music Information Retrieval

93 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