Markus Kollmann | DeepAI

DeepAI

AI Chat AI Image Generator AI Video AI Music Generator

Featured Co-authors

Nikolas Adaloglou
5 publications
Felix Michels
4 publications
Nima Rafiee
2 publications
Tim Kaiser
2 publications
Simon Jaxy
2 publications
Rahil Gholamipoorfard
1 publication
Julius Ramakers
1 publication
Rahil Gholamipoor
1 publication
Hamza Kalisch
1 publication

research

∙ 03/31/2023

Exploring the Limits of Deep Image Clustering using Pretrained Models

We present a general methodology that learns to classify images without ...

0 Nikolas Adaloglou, et al. ∙

research

∙ 03/10/2023

Contrastive Language-Image Pretrained (CLIP) Models are Powerful Out-of-Distribution Detectors

We present a comprehensive experimental study on pretrained feature extr...

0 Felix Michels, et al. ∙

research

∙ 01/17/2022

Self-Supervised Anomaly Detection by Self-Distillation and Negative Sampling

Detecting whether examples belong to a given in-distribution or are Out-...

0 Nima Rafiee, et al. ∙

research

∙ 12/01/2020

Unsupervised Anomaly Detection From Semantic Similarity Scores

In this paper, we present SemSAD, a simple and generic framework for det...

0 Nima Rafiee, et al. ∙