Projects sharing features with Alinlab CSI

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

SSD: A Unified Framework for Self-Supervised Outlier Detection ICLR 2021

Code for the paper:

Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)

Multivariate Outlierdetection In Contingency Tables

Outlier Exposure with Confidence Control for Out-of-Distribution Detection

Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification . NeurIPS2021

Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' AAAI 2022 Oral