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14 Publications
2022 | Preprint | LibreCat-ID: 31546 | 
@article{Lienen_Demir_Hüllermeier_2022, title={Conformal Credal Self-Supervised Learning}, journal={arXiv:2205.15239}, author={Lienen, Julian and Demir, Caglar and Hüllermeier, Eyke}, year={2022} }
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2021 | Conference Paper | LibreCat-ID: 27161
@inproceedings{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, booktitle={Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems, NeurIPS}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 27162
@inproceedings{Lienen_Nommensen_Ewerth_Hüllermeier_2021, title={Robust Regression for Monocular Depth Estimation}, booktitle={13th Asian Conference on Machine Learning, ACML}, author={Lienen, Julian and Nommensen, Nils and Ewerth, Ralph and Hüllermeier, Eyke}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 21636
@article{Lienen_Hüllermeier_2021, title={Instance weighting through data imprecisiation}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 21637 |
@inproceedings{Lienen_Hüllermeier_2021, title={From Label Smoothing to Label Relaxation}, volume={35}, number={10}, booktitle={Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI}, publisher={AAAI Press}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021}, pages={8583–8591} }
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2021 | Conference Paper | LibreCat-ID: 22280
@inproceedings{Lienen_Hüllermeier_Ewerth_Nommensen_2021, title={Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR}, author={Lienen, Julian and Hüllermeier, Eyke and Ewerth, Ralph and Nommensen, Nils}, year={2021}, pages={14595–14604} }
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2021 | Preprint | LibreCat-ID: 22509 |
@article{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, journal={arXiv:2106.11853}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
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2020 | Preprint | LibreCat-ID: 20211 |
@article{Lienen_Hüllermeier_2020, title={Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce model}, journal={arXiv:2010.13118}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2020} }
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2019 | Mastersthesis | LibreCat-ID: 16415
@book{Lienen_2019, title={Automated Feature Engineering on Time Series Data}, author={Lienen, Julian}, year={2019} }
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