Impact of Spatial Resolution and Zoom on Interpreter-Based Evaluation of Compressed SAR Images

Pestel-Schiller, U. & Ostermann, J., 2022, EUSAR 2022 - 14th European Conference on Synthetic Aperture Radar. Institute of Electrical and Electronics Engineers Inc., S. 565-569 5 S. (Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR; Band 2022-July).

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Improved Compression of Artificial Neural Networks through Curvature-Aware Training

Hinrichs, R., Liang, K., Lu, Z. & Ostermann, J., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; Band 2022-July).

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Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding

Rumberg, L., Gebauer, C., Ehlert, H., Lüdtke, U. & Ostermann, J., 2022, Interspeech 2022. S. 1357-1361 5 S. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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kidsTALC: A Corpus of 3- to 11-year-old German Children's Connected Natural Speech

Rumberg, L., Gebauer, C., Ehlert, H., Wallbaum, M., Bornholt, L., Ostermann, J. & Lüdtke, U., 2022, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. S. 5160-5164 5 S. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

Nguyen, D. M. H., Henschel, R., Rosenhahn, B., Sonntag, D. & Swoboda, P., 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). S. 8856-8865 10 S. (Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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Lossless Compression at Zero Delay of the Electrical Stimulation Patterns of Cochlear Implants for Wireless Streaming of Audio Using Artificial Neural Networks

Hinrichs, R., Ehmann, L., Heise, H. & Ostermann, J., 2022, 2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022. Institute of Electrical and Electronics Engineers Inc., S. 159-164 6 S. (2022 7th International Conference on Frontiers of Signal Processing, ICFSP 2022).

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Neural Network-based Error Concealment for B-Frames in VVC

Benjak, M., Aust, N., Samayoa, Y. & Ostermann, J., 2022, IEEE International Symposium on Circuits and Systems, ISCAS 2022. Institute of Electrical and Electronics Engineers Inc., S. 511-515 5 S. (Proceedings - IEEE International Symposium on Circuits and Systems; Band 2022-May).

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Prediction of variable forecast horizons with artificial neural networks by embedding the temporal resolution warping

Kellermann, C., Neumann, E. & Ostermann, J., 2022, 2022 International Conference on Control, Automation and Diagnosis, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., ( International Conference on Control, Automation and Diagnosis).

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RoadSaW: A Large-Scale Dataset for Camera-Based Road Surface and Wetness Estimation

Cordes, K., Reinders, C., Hindricks, P., Lammers, J., Rosenhahn, B. & Broszio, H., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, S. 4439-4448 10 S. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Band 2022-June).

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Semantic Segmentation Of Natural And Man-Made Fruits Using A Spatial-Spectral Two-Branches-Cnn For Sparse Data

Pestel-Schiller, U., Yang, Y. & Ostermann, J., 2022, 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2022. Institute of Electrical and Electronics Engineers Inc., S. 1-5 5 S. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; Band 2022-September).

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Text to Image Generation with Semantic-Spatial Aware GAN

Liao, W., Hu, K., Yang, M. Y. & Rosenhahn, B., 2022, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., S. 18166-18175 10 S. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; Band 2022-June).

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Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants using STOI

Hinrichs, R., Ortmann, F. & Ostermann, J., 2022, 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences : (IECBES). Institute of Electrical and Electronics Engineers Inc., S. 165-170 6 S.

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π BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization.

Hvarfner, C., Stoll, D., Souza, A. L. F., Lindauer, M., Hutter, F. & Nardi, L., 2022, Proceedings of the International conference on Learning Representation (ICLR).

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Learning Heuristic Selection with Dynamic Algorithm Configuration

Speck, D., Biedenkapp, A., Hutter, F., Mattmüller, R. & Lindauer, M., 5 Dez. 2021, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS). Biundo, S., Do, M., Goldman, R., Katz, M., Yang, Q. & Zhuo, H. H. (Hrsg.). S. 597-605 9 S. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; Band 2021-August).

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Capturing Knowledge about Drug-Drug Interactions to Enhance Treatment Effectiveness

Rivas, A. & Vidal, M. E., 2 Dez. 2021, K-CAP 2021 : Proceedings of the 11th Knowledge Capture Conference. S. 33-40 8 S.

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Explaining Hyperparameter Optimization via Partial Dependence Plots

Moosbauer, J., Herbinger, J., Casalicchio, G., Lindauer, M. & Bischl, B., 8 Nov. 2021, (Elektronisch veröffentlicht (E-Pub)) Proceedings of the international conference on Neural Information Processing Systems (NeurIPS) . 21 S.

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