Perfectly Awesome

Papers with Code Categories

I'm a big fan of Papers With Code, but the site's taxonomy is a bit of a mystery. This is my attempt to keep track of the major use cases.

Computer Vision
Semantic Segmentation (856)
Image Classification (730)
Object Detection
Image Generation
Domain Adaptation
Pose Estimation
Super-Resolution
Denoising
Autonomous Driving
Data Augmentation
Video Object Tracking
Face Recognition
Temporal Action Localization
Depth Estimation
Few-Shot Learning
Image Retrieval
Object Recognition
Anomaly Detection
Scene Parsing
Instance Segmentation
Optical Flow Estimation
Style Transfer
Image Captioning
Person Re-Identification
Activity Recognition
Visual Question Answering
NLP
Machine Translation
Language Modeling
Question Answering
Sentiment Analysis
Text Generation
Medical
Image Segmentation
Drug Discovery
Lesion Segmentation
Brain Tumor Segmentation
EEGs
ECGs
Image Registration
Methodology
Representation Learning
Transfer Learning
Domain Adaptation
Word Embeddings
Meta-Learning
Data Augmentation
Auto ML / Neural Arch. Search
Few-Shot Learning
Bayesian Inference
Anomaly Detection
Quantization
Miscellaneous
Recommenders
Topic Models
Model Compression
Continual Learning
Causal Inference
Multi-Armed Bandits
Click-Thru Rate Prediction
Intrusion Detection
Survival Analysis
Graphs
link prediction
node classification
graph embedding
graph classification
community detection
Games
Atari
Continuous Control
Speech
Speech Recognition
Emotion Recognition
Speech Synthesis
Time Series
Time Series
Audio
Speech Synthesis
Robotics
Calibration
Music
Code (Algorithms)
Dimensionality Reduction
Feature Selection
Knowledge Base
Knowledge Graphs
Adversarial
Adversarial Attacks
Adversarial Defenses
Reasoning
Decision Making