| Human-centric artificial intelligence architecture for industry 5.0 applications JM Rožanec, I Novalija, P Zajec, K Kenda, H Tavakoli Ghinani, S Suh, ... International journal of production research 61 (20), 6847-6872, 2023 | 169 | 2023 |
| CEGAN: Classification Enhancement Generative Adversarial Networks for unraveling data imbalance problems S Suh, H Lee, P Lukowicz, YO Lee Neural Networks 133, 69-86, 2021 | 98 | 2021 |
| Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks S Suh, P Lukowicz, YO Lee Knowledge-Based Systems 237, 107866, 2022 | 76 | 2022 |
| Generative oversampling method for imbalanced data on bearing fault detection and diagnosis S Suh, H Lee, J Jo, P Lukowicz, YO Lee Applied Sciences 9 (4), 746, 2019 | 64 | 2019 |
| Tasked: transformer-based adversarial learning for human activity recognition using wearable sensors via self-knowledge distillation S Suh, VF Rey, P Lukowicz Knowledge-Based Systems 260, 110143, 2023 | 62 | 2023 |
| A 0.8 µm smart dual conversion gain pixel for 64 megapixels CMOS image sensor with 12k e-full-well capacitance and low dark noise D Park, SW Lee, J Han, D Jang, H Kwon, S Cha, M Kim, H Lee, S Suh, ... 2019 IEEE International Electron Devices Meeting (IEDM), 16.2. 1-16.2. 4, 2019 | 39 | 2019 |
| Sequential targeting: A continual learning approach for data imbalance in text classification J Jang, Y Kim, K Choi, S Suh Expert Systems with Applications 179, 115067, 2021 | 35* | 2021 |
| Two-stage generative adversarial networks for binarization of color document images S Suh, J Kim, P Lukowicz, YO Lee Pattern Recognition 130, 108810, 2022 | 30 | 2022 |
| Mocapaci: Posture and gesture detection in loose garments using textile cables as capacitive antennas H Bello, B Zhou, S Suh, P Lukowicz Proceedings of the 2021 ACM International Symposium on Wearable Computers, 78-83, 2021 | 29 | 2021 |
| Mocapose: Motion capturing with textile-integrated capacitive sensors in loose-fitting smart garments B Zhou, D Geissler, M Faulhaber, CE Gleiss, EF Zahn, LSS Ray, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2023 | 27 | 2023 |
| Supervised health stage prediction using convolutional neural networks for bearing wear S Suh, J Jang, S Won, MS Jha, YO Lee Sensors 20 (20), 5846, 2020 | 27 | 2020 |
| Discriminative feature generation for classification of imbalanced data S Suh, P Lukowicz, YO Lee Pattern Recognition 122, 108302, 2022 | 24 | 2022 |
| Robust shipping label recognition and validation for logistics by using deep neural networks S Suh, H Lee, YO Lee, P Lukowicz, J Hwang 2019 IEEE International Conference on Image Processing (ICIP), 4509-4513, 2019 | 22 | 2019 |
| Quali-mat: Evaluating the quality of execution in body-weight exercises with a pressure sensitive sports mat B Zhou, S Suh, VF Rey, CAV Altamirano, P Lukowicz Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 19 | 2022 |
| Adversarial deep feature extraction network for user independent human activity recognition S Suh, VF Rey, P Lukowicz 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 19 | 2022 |
| Inmyface: Inertial and mechanomyography-based sensor fusion for wearable facial activity recognition H Bello, LAS Marin, S Suh, B Zhou, P Lukowicz Information Fusion 99, 101886, 2023 | 16 | 2023 |
| Learning from the Best: Contrastive Representations Learning Across Sensor Locations for Wearable Activity Recognition V Fortes Rey, S Suh, P Lukowicz Proceedings of the 2022 ACM International Symposium on Wearable Computers, 28-32, 2022 | 16 | 2022 |
| Two-stage generative adversarial networks for document image binarization with color noise and background removal S Suh, J Kim, P Lukowicz, YO Lee arXiv preprint arXiv:2010.10103, 2020 | 16 | 2020 |
| The power of training: How different neural network setups influence the energy demand D Geißler, B Zhou, M Liu, S Suh, P Lukowicz International Conference on Architecture of Computing Systems, 33-47, 2024 | 15 | 2024 |
| Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery H Kim, S Suh, D Kim, D Jeong, H Cho, J Kim Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 15 | 2023 |
Paul LukowiczProfessor of Computer Science, DFKI and RPTU KaiserslauternVerificeret mail på dfki.de