Know your self-supervised learning: A survey on image-based generative and discriminative training U Ozbulak, HJ Lee, B Boga, ET Anzaku, H Park, A Van Messem, ... arXiv preprint arXiv:2305.13689, 2023 | 35 | 2023 |
Rethinking protein drug design with highly accurate structure prediction of anti-CRISPR proteins HM Park, Y Park, J Vankerschaver, A Van Messem, W De Neve, H Shim Pharmaceuticals 15 (3), 310, 2022 | 16 | 2022 |
Web applicable computer-aided diagnosis of glaucoma using deep learning M Kim, O Janssens, H Park, J Zuallaert, S Van Hoecke, W De Neve arXiv preprint arXiv:1812.02405, 2018 | 16 | 2018 |
MP-Net: Deep learning-based segmentation for fluorescence microscopy images of microplastics isolated from clams H Park, S Park, MK de Guzman, JY Baek, T Cirkovic Velickovic, ... PloS one 17 (6), e0269449, 2022 | 14 | 2022 |
Box-Scan: An efficient and effective algorithm for box dimension measurement in conveyor systems using a single RGB-D camera HM Park, A Van Messemac, W De Neveac Proceedings of the 7th IIAE International Conference on Industrial …, 2019 | 14 | 2019 |
Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis H Kang, H Park, Y Ahn, A Van Messem, W De Neve Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 13 | 2021 |
MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations M Kim, H Park, JY Kim, SH Kim, S Hoeke, W De Neve Machine Learning for Healthcare Conference, 292-308, 2020 | 12 | 2020 |
Towards multimodal prediction of time-continuous emotion using pose feature engineering and a transformer encoder H Park, I Yun, A Kumar, AK Singh, BJ Choi, D Singh, W De Neve Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022 | 11 | 2022 |
In silico optimization of RNA-protein interactions for CRISPR-Cas13-based antimicrobials H Park, Y Park, U Berani, E Bang, J Vankerschaver, A Van Messem, ... bioRxiv, 2022 | 11 | 2022 |
Item measurement for logistics-oriented belt conveyor systems using a scenario-driven approach and automata-based control design H Park, A Van Messem, W De Neve 2020 IEEE 7th International Conference on Industrial Engineering and …, 2020 | 9 | 2020 |
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data H Lee, U Ozbulak, H Park, S Depuydt, W De Neve, J Vankerschaver BMC bioinformatics 25 (1), 170, 2024 | 3 | 2024 |
MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery HM Park, G Kim, A Van Messem, W De Neve Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and …, 2023 | 3 | 2023 |
Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams JY Baek, MK de Guzman, H Park, S Park, B Shin, TC Velickovic, ... International Conference on Pattern Recognition, 86-97, 2021 | 3 | 2021 |
Towards diagnosis of rotator cuff tears in 3-D MRI using 3-D convolutional neural networks MJ Kim, H Park, JY Kim, S Van Hoecke, W De Neve Workshop on Computational Biology at the International Conference on Machine …, 2019 | 3 | 2019 |
Finding Compact Class Sets for Korean Font Image Classification S Shin, D Kim, H Park, B Kang, KA Sohn 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR), 226-231, 2017 | 3 | 2017 |
Temporal Citation Network-Based Feature Extraction for Cited Count Prediction HM Park, YB Sinshaw, KA Sohn International Conference on Mobile and Wireless Technology, 380-388, 2017 | 3 | 2017 |
Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception AK Singh, G Kim, J Kim, H Park, BJ Choi, W De Neve Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and …, 2024 | 1 | 2024 |
CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins H Park, J Won, Y Park, ET Anzaku, J Vankerschaver, A Van Messem, ... BMC bioinformatics 24 (1), 167, 2023 | 1 | 2023 |
3-D Deep Learning-Based Item Classification for Belt Conveyors Targeting Packaging and Logistics H Park, B Kang, AV Messem, WD Neve International Conference on Pattern Recognition, 578-591, 2021 | 1 | 2021 |
Interpreting Stress Detection Models using SHAP and Attention for MuSe-Stress 2022 H Park, G Kim, J Oh, A Van Messem, W De Neve IEEE Transactions on Affective Computing, 2024 | | 2024 |