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2020 – today
- 2024
[i10]Ajay Patel, Markus Hofmarcher, Claudiu Leoveanu-Condrei, Marius-Constantin Dinu, Chris Callison-Burch, Sepp Hochreiter:
Large Language Models Can Self-Improve At Web Agent Tasks. CoRR abs/2405.20309 (2024)- [i9]Vihang Patil, Markus Hofmarcher, Elisabeth Rumetshofer, Sepp Hochreiter:
Contrastive Abstraction for Reinforcement Learning. CoRR abs/2410.00704 (2024) - 2023
- [c6]Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter:
Semantic HELM: A Human-Readable Memory for Reinforcement Learning. NeurIPS 2023 - [c5]Thomas Schmied, Markus Hofmarcher, Fabian Paischer, Razvan Pascanu, Sepp Hochreiter:
Learning to Modulate pre-trained Models in RL. NeurIPS 2023 - [i8]Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter:
Semantic HELM: An Interpretable Memory for Reinforcement Learning. CoRR abs/2306.09312 (2023) - [i7]Thomas Schmied, Markus Hofmarcher, Fabian Paischer, Razvan Pascanu, Sepp Hochreiter:
Learning to Modulate pre-trained Models in RL. CoRR abs/2306.14884 (2023) - [i6]Fabian Paischer, Thomas Adler, Markus Hofmarcher, Sepp Hochreiter:
SITTA: A Semantic Image-Text Alignment for Image Captioning. CoRR abs/2307.05591 (2023) - 2022
- [c4]Kajetan Schweighofer, Marius-Constantin Dinu, Andreas Radler, Markus Hofmarcher, Vihang Prakash Patil, Angela Bitto-Nemling, Hamid Eghbal-zadeh, Sepp Hochreiter:
A Dataset Perspective on Offline Reinforcement Learning. CoLLAs 2022: 470-517 - [c3]Vihang Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, José Antonio Arjona-Medina, Sepp Hochreiter:
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. ICML 2022: 17531-17572 - 2021
- [i5]Kajetan Schweighofer, Markus Hofmarcher, Marius-Constantin Dinu, Philipp Renz, Angela Bitto-Nemling, Vihang Patil, Sepp Hochreiter:
Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning. CoRR abs/2111.04714 (2021) - 2020
- [c2]Marius-Constantin Dinu, Markus Hofmarcher, Vihang Prakash Patil, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter:
XAI and Strategy Extraction via Reward Redistribution. xxAI@ICML 2020: 177-205 - [i4]Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, Peter Ruch, Philipp Renz, Johannes Schimunek, Philipp Seidl, Andreu Vall, Michael Widrich, Sepp Hochreiter, Günter Klambauer:
Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks. CoRR abs/2004.00979 (2020) - [i3]Vihang Prakash Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter:
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution. CoRR abs/2009.14108 (2020)
2010 – 2019
- 2019
- [j2]Markus Hofmarcher, Elisabeth Rumetshofer
, Djork-Arné Clevert, Sepp Hochreiter, Günter Klambauer:
Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks. J. Chem. Inf. Model. 59(3): 1163-1171 (2019) - [c1]Elisabeth Rumetshofer, Markus Hofmarcher, Clemens Röhrl, Sepp Hochreiter, Günter Klambauer:
Human-level Protein Localization with Convolutional Neural Networks. ICLR (Poster) 2019 - [p1]Markus Hofmarcher, Thomas Unterthiner, Jose A. Arjona-Medina, Günter Klambauer, Sepp Hochreiter, Bernhard Nessler:
Visual Scene Understanding for Autonomous Driving Using Semantic Segmentation. Explainable AI 2019: 285-296 - [i2]Johannes Lehner, Andreas Mitterecker, Thomas Adler, Markus Hofmarcher, Bernhard Nessler, Sepp Hochreiter:
Patch Refinement - Localized 3D Object Detection. CoRR abs/1910.04093 (2019) - [i1]Susanne Kimeswenger, Elisabeth Rumetshofer, Markus Hofmarcher, Philipp Tschandl, Harald Kittler, Sepp Hochreiter, Wolfram Hötzenecker, Günter Klambauer:
Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images. CoRR abs/1911.06616 (2019) - 2018
- [j1]Wolfgang Narzt, Otto Weichselbaum, Gustav Pomberger, Markus Hofmarcher, Michael Strauss, Peter Holzkorn, Roland Haring, Monika Sturm:
Estimating Collective Attention toward a Public Display. ACM Trans. Interact. Intell. Syst. 8(3): 21:1-21:34 (2018)
Coauthor Index
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last updated on 2024-11-06 21:31 CET by the dblp team
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