Elisabeth Rumetshofer

According to our database, Elisabeth Rumetshofer authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Contrastive Abstraction for Reinforcement Learning.

Vihang Patil, Markus Hofmarcher, Elisabeth Rumetshofer, Sepp Hochreiter

CoRR, 2024

Improving Clinical Predictions with Multi-Modal Pre-training in Retinal Imaging.

Emese Sükei, Elisabeth Rumetshofer, Niklas Schmidinger, Andreas Mayr, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunovic

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget.

Johannes Lehner, Benedikt Alkin, Andreas Fürst, Elisabeth Rumetshofer, Lukas Miklautz, Sepp Hochreiter

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP.

Andreas Fürst, Elisabeth Rumetshofer, Johannes Lehner, Viet T. Tran, Fei Tang, Hubert Ramsauer, David P. Kreil, Michael Kopp, Günter Klambauer, Angela Bitto, Sepp Hochreiter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP.

Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David P. Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter

CoRR, 2021

2020

Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks.

Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, Peter Ruch, Philipp Renz, Johannes Schimunek, Philipp Seidl, Andreu Vall, Michael Widrich, Sepp Hochreiter, Günter Klambauer

CoRR, 2020

2019

Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks.

Markus Hofmarcher, Elisabeth Rumetshofer, Djork-Arné Clevert, Sepp Hochreiter, Günter Klambauer

J. Chem. Inf. Model., 2019

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

Susanne Kimeswenger, Elisabeth Rumetshofer, Markus Hofmarcher, Philipp Tschandl, Harald Kittler, Sepp Hochreiter, Wolfram Hötzenecker, Günter Klambauer

CoRR, 2019

Human-level Protein Localization with Convolutional Neural Networks.

Elisabeth Rumetshofer, Markus Hofmarcher, Clemens Röhrl, Sepp Hochreiter, Günter Klambauer

Proceedings of the 7th International Conference on Learning Representations, 2019