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Computer Vision

Semantic Segmentation

3152 papers with code

Image Classification

2613 papers with code

Object Detection

2378 papers with code

Image Generation

1001 papers with code

Denoising

957 papers with code

See all 1338 tasks

Natural Language Processing

Language Modelling

2021 papers with code

Question Answering

1658 papers with code

Machine Translation

1620 papers with code

Sentiment Analysis

973 papers with code

Text Generation

842 papers with code

See all 634 tasks

Medical

Medical Image Segmentation

381 papers with code

Drug Discovery

211 papers with code

Lesion Segmentation

130 papers with code

Brain Tumor Segmentation

94 papers with code

Medical Diagnosis

92 papers with code

See all 246 tasks

Miscellaneous

BIG-bench Machine Learning

2203 papers with code

Recommendation Systems

881 papers with code

Fairness

642 papers with code

Management

556 papers with code

Continual Learning

426 papers with code

See all 232 tasks

Methodology

General Classification

3805 papers with code

Representation Learning

2248 papers with code

BIG-bench Machine Learning

2203 papers with code

Transfer Learning

1858 papers with code

Data Augmentation

1514 papers with code

See all 196 tasks

Time Series

Time Series

1499 papers with code

EEG

247 papers with code

Imputation

202 papers with code

Time Series Forecasting

192 papers with code

Time Series Classification

160 papers with code

See all 93 tasks

Graphs

Link Prediction

566 papers with code

Node Classification

486 papers with code

Graph Embedding

328 papers with code

Graph Classification

270 papers with code

Graph Learning

223 papers with code

See all 76 tasks

Speech

Speech Recognition

718 papers with code

Automatic Speech Recognition

303 papers with code

Speech Synthesis

182 papers with code

Dialogue Generation

149 papers with code

Speech Enhancement

149 papers with code

See all 63 tasks

Reasoning

Decision Making

1098 papers with code

Navigate

242 papers with code

Common Sense Reasoning

134 papers with code

Model-based Reinforcement Learning

121 papers with code

Visual Reasoning

100 papers with code

See all 60 tasks

Playing Games

Continuous Control

300 papers with code

Atari Games

232 papers with code

OpenAI Gym

129 papers with code

Starcraft

95 papers with code

Offline RL

82 papers with code

See all 59 tasks

Audio

Voice Conversion

100 papers with code

Language Identification

84 papers with code

Audio Classification

77 papers with code

Music Generation

77 papers with code

Sound Event Detection

51 papers with code

See all 55 tasks

Computer Code

Code Generation

89 papers with code

Program Synthesis

85 papers with code

Text-To-Sql

79 papers with code

Paraphrase Generation

47 papers with code

Type prediction

31 papers with code

See all 54 tasks

Adversarial

Adversarial Attack

401 papers with code

Image-to-Image Translation

370 papers with code

Adversarial Robustness

362 papers with code

Adversarial Defense

125 papers with code

Data Poisoning

66 papers with code

See all 50 tasks

Robots

Motion Planning

121 papers with code

3D Semantic Segmentation

104 papers with code

Robot Navigation

82 papers with code

Visual Odometry

79 papers with code

Visual Navigation

66 papers with code

See all 47 tasks

Knowledge Base

Knowledge Graphs

595 papers with code

Link Prediction

566 papers with code

Knowledge Graph Completion

123 papers with code

Causal Discovery

98 papers with code

Entity Alignment

69 papers with code

See all 32 tasks

Music

Face Swapping

89 papers with code

Music Generation

77 papers with code

Music Information Retrieval

64 papers with code

Music Source Separation

38 papers with code

Music Transcription

28 papers with code

See all 25 tasks