Computer Vision

Semantic Segmentation

6215 papers with code

Object Detection

4427 papers with code

Image Classification

4400 papers with code

Representation Learning

4369 papers with code

Contrastive Learning

2792 papers with code

See all 1922 tasks

Natural Language Processing

Language Modelling

6221 papers with code

Language Modeling

4845 papers with code

Decoder

4092 papers with code

Reinforcement Learning

3910 papers with code

Question Answering

3688 papers with code

See all 842 tasks

Medical

Medical Image Segmentation

976 papers with code

EEG

508 papers with code

Drug Discovery

492 papers with code

Medical Image Analysis

479 papers with code

Text-to-Image Generation

427 papers with code

See all 326 tasks

Miscellaneous

Transfer Learning

3277 papers with code

Diversity

2881 papers with code

BIG-bench Machine Learning

2349 papers with code

Benchmarking

2170 papers with code

Recommendation Systems

1796 papers with code

See all 292 tasks

Methodology

Retrieval

4725 papers with code

Object Detection

4427 papers with code

Representation Learning

4369 papers with code

Reinforcement Learning (RL)

4353 papers with code

General Classification

3942 papers with code

See all 244 tasks

Time Series

Decoder

4092 papers with code

Time Series Analysis

1970 papers with code

Pose Estimation

1555 papers with code

Computational Efficiency

1272 papers with code

Time Series Forecasting

615 papers with code

See all 136 tasks

Graphs

Denoising

2487 papers with code

Graph Neural Network

1411 papers with code

Node Classification

926 papers with code

Link Prediction

924 papers with code

Image Super-Resolution

725 papers with code

See all 121 tasks

Audio

Speech Synthesis

338 papers with code

Music Generation

168 papers with code

Audio Classification

167 papers with code

Voice Conversion

164 papers with code

Language Identification

136 papers with code

See all 97 tasks

Speech

Speech Recognition

1283 papers with code

Automatic Speech Recognition (ASR)

576 papers with code

Speech Synthesis

338 papers with code

Speech Enhancement

256 papers with code

Dialogue Generation

249 papers with code

See all 96 tasks

Reasoning

Decision Making

2667 papers with code

Navigate

572 papers with code

Common Sense Reasoning

306 papers with code

Visual Reasoning

279 papers with code

Logical Reasoning

264 papers with code

See all 85 tasks

Computer Code

Semantic Segmentation

6215 papers with code

Reinforcement Learning (RL)

4353 papers with code

Code Generation

551 papers with code

NMT

515 papers with code

Text-To-SQL

173 papers with code

See all 77 tasks

Robots

Benchmarking

2170 papers with code

Motion Planning

221 papers with code

DeepFake Detection

200 papers with code

Robot Navigation

149 papers with code

Visual Navigation

121 papers with code

See all 68 tasks

Knowledge Base

Knowledge Graphs

1171 papers with code

Causal Inference

528 papers with code

Text-to-Image Generation

427 papers with code

Causal Discovery

270 papers with code

Explainable Artificial Intelligence (XAI)

269 papers with code

See all 67 tasks

Adversarial

Object

3802 papers with code

Adversarial Robustness

729 papers with code

Adversarial Attack

701 papers with code

Open-Domain Question Answering

227 papers with code

Adversarial Defense

204 papers with code

See all 67 tasks

Playing Games

Sentence

3706 papers with code

Image Super-Resolution

725 papers with code

Continuous Control

474 papers with code

Atari Games

302 papers with code

Offline RL

278 papers with code

See all 66 tasks

Music

Face Swapping

287 papers with code

Music Generation

168 papers with code

Voice Conversion

164 papers with code

Music Information Retrieval

115 papers with code

Music Source Separation

57 papers with code

See all 43 tasks