Search Results for author: Markus Hofmarcher

Found 11 papers, 8 papers with code

Linear Alignment of Vision-language Models for Image Captioning

1 code implementation10 Jul 2023 Fabian Paischer, Markus Hofmarcher, Sepp Hochreiter, Thomas Adler

We propose a more efficient training protocol that fits a linear mapping between image and text embeddings of CLIP via a closed-form solution.

Image Captioning Language Modelling

Semantic HELM: A Human-Readable Memory for Reinforcement Learning

1 code implementation NeurIPS 2023 Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter

Then we feed these tokens to a pretrained language model that serves the agent as memory and provides it with a coherent and human-readable representation of the past.

Dota 2 Language Modelling +3

Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images

no code implementations14 Nov 2019 Susanne Kimeswenger, Elisabeth Rumetshofer, Markus Hofmarcher, Philipp Tschandl, Harald Kittler, Sepp Hochreiter, Wolfram Hötzenecker, Günter Klambauer

The aim of this study is to evaluate whether it is possible to detect basal cell carcinomas in histological sections using attention-based deep learning models and to overcome the ultra-high resolution and the weak labels of whole slide images.

whole slide images

Human-level Protein Localization with Convolutional Neural Networks

1 code implementation ICLR 2019 Elisabeth Rumetshofer, Markus Hofmarcher, Clemens Röhrl, Sepp Hochreiter, Günter Klambauer

We present the largest comparison of CNN architectures including GapNet-PL for protein localization in HTI images of human cells.

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