Entropy Maximization And Meta Classficiation For Ood Detection In Semantic Segmentation

Entropy Maximization and Meta Classficiation for OoD Detection in Semantic Segmentation (ICCV 2021)

Entropy (for data science) Clearly Explained!!!

StatQuest with Josh Starmer

ESPRESSO: Entropy and Shape Aware Time Series Segmentation for Processing Heterogeneous Sensor Data

ESPRESSO: Entropy and Shape Aware Time Series Segmentation for Processing Heterogeneous Sensor Data

265 - Feature engineering or deep learning (for semantic segmentation)

The Principle of Maximum Entropy

Mutual Information

Image Segmentation Loss Comparison (Cross Entropy, Dice, Hausdorff)

204 - U-Net for semantic segmentation of mitochondria

Mutual Information, Clearly Explained!!!

StatQuest with Josh Starmer

173 - Intersection over Union (IoU) for semantic segmentation

216 - Semantic segmentation using a small dataset for training (& U-Net)

recall specificity in machine learning

Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation - SAIAD2020

Philipp Oberdiek

Amir Joudaki: Entropy Maximization with Depth: A Variational Principle for Random Neural Networks

Machine Learning & Algorithmic Information Theory

208 - Multiclass semantic segmentation using U-Net

Fool Me Once: Robust Selective Segmentation via OoD Detection with Contrastive Learning

ORI - Oxford Robotics Institute