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Fabian Paischer
Fabian Paischer
PhD Student, Institute for Machine Learning, ELLIS Unit / University Linz
Verified email at ml.jku.at
Title
Cited by
Cited by
Year
Acoustic scene classification with fully convolutional neural networks and I-vectors
M Dorfer, B Lehner, H Eghbal-zadeh, H Christop, P Fabian, W Gerhard
Proceedings of the detection and classification of acoustic scenes and events, 2018
692018
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models
B Minixhofer, F Paischer, N Rekabsaz
NAACL 2022, 3992–4006, 2021
572021
History Compression via Language Models in Reinforcement Learning
F Paischer, T Adler, V Patil, A Bitto-Nemling, M Holzleitner, S Lehner, ...
International Conference on Machine Learning 162, 17156-17185, 2022
402022
Reactive exploration to cope with non-stationarity in lifelong reinforcement learning
CA Steinparz, T Schmied, F Paischer, MC Dinu, VP Patil, A Bitto-Nemling, ...
Conference on Lifelong Learning Agents, 441-469, 2022
92022
Semantic helm: A human-readable memory for reinforcement learning
F Paischer, T Adler, M Hofmarcher, S Hochreiter
Advances in Neural Information Processing Systems 36, 2024
8*2024
Learning to Modulate pre-trained Models in RL
T Schmied, M Hofmarcher, F Paischer, R Pascanu, S Hochreiter
Thirty-seventh Conference on Neural Information Processing Systems, 2023
32023
Foundation Models for History Compression in Reinforcement Learning
F Paischer, T Adler, A Radler, M Hofmarcher, S Hochreiter
NeurIPS 2022 Foundation Models for Decision Making Workshop, 2022
3*2022
Audio tagging with convolutional neural networks trained with noisy data
F Paischer, K Prinz, G Widmer
Proc. of the Detection and Classification of Acoustic Scenes and Events Workshop, 2019
22019
Linear Alignment of Vision-language Models for Image Captioning
F Paischer, T Adler, M Hofmarcher, S Hochreiter
arXiv preprint arXiv:2307.05591, 2023
1*2023
Applying Return Decomposition for Delayed Rewards (RUDDER) to Text-Based Games/submitted by Fabian Paischer
F Paischer
Universität Linz, 2020
2020
Improving Generalization of Deep Convolutional Neural Networks for Acoustic Scene Classification
F Paischer
Jihočeská univerzita, 2018
2018
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Articles 1–11