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David Peer
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2020 – today
- 2024
- [i11]David Peer, Philemon Schöpf, Volckmar Nebendahl, Alexander Rietzler, Sebastian Stabinger:
ANLS* - A Universal Document Processing Metric for Generative Large Language Models. CoRR abs/2402.03848 (2024) - 2022
- [j6]David Peer
, Sebastian Stabinger, Stefan Engl, Antonio Jose Rodríguez-Sánchez:
Greedy-layer pruning: Speeding up transformer models for natural language processing. Pattern Recognit. Lett. 157: 76-82 (2022) - [j5]Josef Gugglberger, Antonio Jose Rodríguez-Sánchez, David Peer:
Momentum Capsule Networks. Trans. Mach. Learn. Res. 2022 (2022) - [j4]David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez:
Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. Trans. Mach. Learn. Res. 2022 (2022) - [c4]Antonio Jose Rodríguez-Sánchez, Simon Haller-Seeber, David Peer, Chris Engelhardt, Jakob Mittelberger, Matteo Saveriano:
Affordance detection with Dynamic-Tree Capsule Networks. Humanoids 2022: 873-879 - [c3]Chris Engelhardt, Jakob Mittelberger, David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
:
Improving 3D Point Cloud Reconstruction with Dynamic Tree-Structured Capsules. IPAS 2022: 1-6 - [i10]Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez:
Momentum Capsule Networks. CoRR abs/2201.11091 (2022) - [i9]David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez:
Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. CoRR abs/2208.01134 (2022) - [i8]Antonio Jose Rodríguez-Sánchez, Simon Haller-Seeber, David Peer, Chris Engelhardt, Jakob Mittelberger, Matteo Saveriano:
Affordance detection with Dynamic-Tree Capsule Networks. CoRR abs/2211.05200 (2022) - 2021
- [j3]Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez
:
Arguments for the unsuitability of convolutional neural networks for non-local tasks. Neural Networks 142: 171-179 (2021) - [j2]David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Limitation of capsule networks. Pattern Recognit. Lett. 144: 68-74 (2021) - [j1]David Peer, Sebastian Stabinger
, Antonio Jose Rodríguez-Sánchez
:
conflicting_bundle.py - A python module to identify problematic layers in deep neural networks. Softw. Impacts 7: 100053 (2021) - [c2]Josef Gugglberger, David Peer
, Antonio Jose Rodríguez-Sánchez
:
Training Deep Capsule Networks with Residual Connections. ICANN (1) 2021: 541-552 - [c1]David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. WACV 2021: 256-265 - [i7]Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez:
Arguments for the Unsuitability of Convolutional Neural Networks for Non-Local Tasks. CoRR abs/2102.11944 (2021) - [i6]David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Auto-tuning of Deep Neural Networks by Conflicting Layer Removal. CoRR abs/2103.04331 (2021) - [i5]Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez:
Training Deep Capsule Networks with Residual Connections. CoRR abs/2104.07393 (2021) - [i4]David Peer, Sebastian Stabinger, Stefan Engl, Antonio Jose Rodríguez-Sánchez:
Greedy Layer Pruning: Decreasing Inference Time of Transformer Models. CoRR abs/2105.14839 (2021) - 2020
- [p1]Sasko Ristov, Thomas Fahringer, David Peer, Thanh-Phuong Pham, Marjan Gusev, Carmen Mas Machuca:
Resilient Techniques Against Disruptions of Volatile Cloud Resources. Guide to Disaster-Resilient Communication Networks 2020: 379-400 - [i3]David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. CoRR abs/2011.02956 (2020)
2010 – 2019
- 2019
- [i2]David Peer, Sebastian Stabinger
, Antonio Jose Rodríguez-Sánchez:
Limitations of routing-by-agreement based capsule networks. CoRR abs/1905.08744 (2019) - 2018
- [i1]David Peer, Sebastian Stabinger
, Antonio Jose Rodríguez-Sánchez:
Training Deep Capsule Networks. CoRR abs/1812.09707 (2018)
Coauthor Index
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