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2020 – today
- 2025
[j10]Ho-min Park
, Ganghyun Kim, Jinsung Oh, Arnout Van Messem, Wesley De Neve:
Interpreting Stress Detection Models Using SHAP and Attention for MuSe-Stress 2022. IEEE Trans. Affect. Comput. 16(2): 1031-1043 (2025)- [c21]Khoa Tuan Nguyen, Homin Park, Gaeun Oh, Joris Vankerschaver, Wesley De Neve:
Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability. ISBI 2025: 1-5 - [i4]Khoa Tuan Nguyen, Ho-min Park, Gaeun Oh, Joris Vankerschaver, Wesley De Neve:
Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability. CoRR abs/2504.21340 (2025) - 2024
- [j9]Hyun Jung Lee, Utku Ozbulak, Homin Park, Stephen Depuydt, Wesley De Neve, Joris Vankerschaver:
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data. BMC Bioinform. 25(1): 170 (2024) - [c20]Seyed Amir Mousavi, Francesca Tozzi, Homin Park, Esla Timothy Anzaku, Matthias Van Liefferinge, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve:
A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos. CMMCA@MICCAI 2024: 11-20 - [c19]Homin Park, Dongkoo Shon, Tae Hyun Yoon, Woo-Sung Jung, Jeong-Ho Park, Dae-Seung Yoo:
AI-Based Percussive Acoustic Signal Classification for Fastener Strength Inspection of Stator Wedge. ICTC 2024: 2180-2185 - [c18]Ankit Kumar Singh, Ganghyun Kim, Jaeheon Kim, Ho-min Park, Bong Jun Choi, Wesley De Neve:
RAMM: A Residual Attention Multimodal Model for Humor Detection. IHCI (2) 2024: 229-240 - [c17]Ankit Kumar Singh, Ganghyun Kim, Jaeheon Kim, Ho-min Park, Bong Jun Choi, Wesley De Neve:
Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception. MuSe@ACM Multimedia 2024: 36-44 - 2023
- [j8]Ho-min Park, Jongbum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim:
CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins. BMC Bioinform. 24(1): 167 (2023) - [j7]Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver:
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training. Trans. Mach. Learn. Res. 2023 (2023) - [c16]Ho-min Park, Ganghyun Kim, Arnout Van Messem, Wesley De Neve:
MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery. MuSe@ACM Multimedia 2023: 89-97 - [c15]Dylan Zhang, Homin Park, Shili Xiang:
Linking Mobility Traces of the Same User Across Different Datasets. SOLI 2023: 1-8 - [i3]Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver:
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training. CoRR abs/2305.13689 (2023) - 2022
- [c14]Ho-min Park, Ilho Yun, Ajit Kumar, Ankit Kumar Singh, Bong Jun Choi, Dhananjay Singh, Wesley De Neve:
Towards Multimodal Prediction of Time-continuous Emotion using Pose Feature Engineering and a Transformer Encoder. MuSe @ ACM Multimedia 2022: 47-54 - 2021
- [c13]Hanul Kang, Ho-min Park, Yuju Ahn, Arnout Van Messem, Wesley De Neve:
Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis. Image Perception, Observer Performance, and Technology Assessment 2021 - [i2]Yunlong Wang, Jiaying Liu, Homin Park, Jordan Schultz-McArdle, Stephanie Rosenthal, Brian Y. Lim:
SalienTrack: providing salient information for semi-automated self-tracking feedback with model explanations. CoRR abs/2109.10231 (2021) - 2020
- [c12]Ji Yeon Baek, Maria Krishna de Guzman, Ho-min Park, Sanghyeon Park, Boyeon Shin, Tanja Cirkovic Velickovic, Arnout Van Messem, Wesley De Neve:
Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams. ICPR Workshops (6) 2020: 86-97 - [c11]Ho-min Park, Byungkon Kang, Arnout Van Messem, Wesley De Neve:
3-D Deep Learning-Based Item Classification for Belt Conveyors Targeting Packaging and Logistics. ICPR Workshops (4) 2020: 578-591 - [c10]Mijung Kim, Ho-min Park, Jae Yoon Kim, Seong Hwan Kim, Sofie Hoeke, Wesley De Neve:
MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations. MLHC 2020: 292-308
2010 – 2019
- 2019
- [j6]DaeHan Ahn, Homin Park, Kyoosik Shin, Taejoon Park:
Accurate Driver Detection Exploiting Invariant Characteristics of Smartphone Sensors. Sensors 19(11): 2643 (2019) - [c9]Homin Park, Homanga Bharadhwaj, Brian Y. Lim:
Hierarchical Multi-Task Learning for Healthy Drink Classification. IJCNN 2019: 1-8 - 2018
- [j5]Homin Park, DaeHan Ahn, Taejoon Park, Kang G. Shin:
Automatic Identification of Driver's Smartphone Exploiting Common Vehicle-Riding Actions. IEEE Trans. Mob. Comput. 17(2): 265-278 (2018) - [c8]Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve:
Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning. BIBM 2018: 2357-2362 - [c7]Homanga Bharadhwaj, Homin Park, Brian Y. Lim:
RecGAN: recurrent generative adversarial networks for recommendation systems. RecSys 2018: 372-376 - [i1]Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve:
Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. CoRR abs/1812.02405 (2018) - 2017
- [j4]Homin Park, Seokhyun Hwang, Myounggyu Won, Taejoon Park:
Activity-Aware Sensor Cycling for Human Activity Monitoring in Smart Homes. IEEE Commun. Lett. 21(4): 757-760 (2017) - [j3]DaeHan Ahn, Homin Park, Seokhyun Hwang, Taejoon Park:
Reliable Identification of Vehicle-Boarding Actions Based on Fuzzy Inference Syste. Sensors 17(2): 333 (2017) - [c6]Seungwon Shin, Dongkyu Kim, Homin Park, Byungkon Kang, Kyung-Ah Sohn:
Finding Compact Class Sets for Korean Font Image Classification. ACPR 2017: 226-231 - [c5]Seokhyun Hwang, DaeHan Ahn, Homin Park, Taejoon Park:
Maximizing Accuracy of Fall Detection and Alert Systems Based on 3D Convolutional Neural Network: Poster Abstract. IoTDI 2017: 343-344 - [c4]Ji-Hun Lee, Jun-Suk Bang, Kiduk Kim, Hui-Dong Gwon, Sang-Hui Park, Yeunhee Huh, Kye-Seok Yoon, Jong-Beom Baek, Yong-Min Ju, Gibbeum Lee, Homin Park, Hyeon-Min Bae, Gyu-Hyeong Cho:
5.2 An 8Ω 10W 91%-power-efficiency 0.0023%-THD+N multi-level Class-D audio amplifier with folded PWM. ISSCC 2017: 88-89 - 2015
- [j2]Homin Park, Jongjun Park, Hyunhak Kim, Jong Arm Jun, Sang Hyuk Son, Taejoon Park, JeongGil Ko:
ReLiSCE: Utilizing Resource-Limited Sensors for Office Activity Context Extraction. IEEE Trans. Syst. Man Cybern. Syst. 45(8): 1151-1164 (2015) - [c3]Hong Jae Lee, Homin Park, Taejoon Park:
Asynchronous Distance Measurement for Smartphone-Based Localization Exploiting Chirp Signals. MobiQuitous 2015: 289-290 - 2014
- [j1]Homin Park, Can Basaran, Taejoon Park, Sang Hyuk Son:
Energy-Efficient Privacy Protection for Smart Home Environments Using Behavioral Semantics. Sensors 14(9): 16235-16257 (2014) - [c2]Homin Park, DaeHan Ahn, Myounggyu Won, Sang Hyuk Son, Taejoon Park:
Poster: Are you driving?: non-intrusive driver detection using built-in smartphone sensors. MobiCom 2014: 397-400 - 2013
- [c1]Can Basaran, Homin Park, Taejoon Park, Sang Hyuk Son:
Towards intelligent services in smart home environments. ISORC 2013: 1-7
Coauthor Index
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last updated on 2025-07-07 21:19 CEST by the dblp team
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