@article{hendria2025visualtorch,doi={10.21105/joss.06678},url={https://doi.org/10.21105/joss.06678},year={2024},publisher={The Open Journal},volume={9},number={102},pages={6678},author={Hendria, Willy Fitra and Gavrikov, Paul},title={VisualTorch: Streamlining Visualization for PyTorch Neural Network Architectures},journal={Journal of Open Source Software},}
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
Holy Lovenia , Rahmad Mahendra , Salsabil Maulana Akbar , and 58 more authors
In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , Nov 2024
@inproceedings{lovenia-etal-2024-seacrowd,title={{SEAC}rowd: A Multilingual Multimodal Data Hub and Benchmark Suite for {S}outheast {A}sian Languages},author={Lovenia, Holy and Mahendra, Rahmad and Akbar, Salsabil Maulana and Miranda, Lester James Validad and Santoso, Jennifer and Aco, Elyanah and Fadhilah, Akhdan and Mansurov, Jonibek and Imperial, Joseph Marvin and Kampman, Onno P. and Moniz, Joel Ruben Antony and Habibi, Muhammad Ravi Shulthan and Hudi, Frederikus and Montalan, Jann Railey and Hadiwijaya, Ryan Ignatius and Lopo, Joanito Agili and Nixon, William and Karlsson, B{\"o}rje F. and Jaya, James and Diandaru, Ryandito and Gao, Yuze and Irawan, Patrick Amadeus and Wang, Bin and Cruz, Jan Christian Blaise and Whitehouse, Chenxi and Parmonangan, Ivan Halim and Khelli, Maria and Zhang, Wenyu and Susanto, Lucky and Ryanda, Reynard Adha and Hermawan, Sonny Lazuardi and Velasco, Dan John and Kautsar, Muhammad Dehan Al and Hendria, Willy Fitra and Moslem, Yasmin and Flynn, Noah and Adilazuarda, Muhammad Farid and Li, Haochen and Lee, Johanes and Damanhuri, R. and Sun, Shuo and Qorib, Muhammad Reza and Djanibekov, Amirbek and Leong, Wei Qi and Do, Quyet V. and Muennighoff, Niklas and Pansuwan, Tanrada and Putra, Ilham Firdausi and Xu, Yan and Chia, Tai Ngee and Purwarianti, Ayu and Ruder, Sebastian and Tjhi, William Chandra and Limkonchotiwat, Peerat and Aji, Alham Fikri and Keh, Sedrick and Winata, Genta Indra and Zhang, Ruochen and Koto, Fajri and Yong, Zheng Xin and Cahyawijaya, Samuel},editor={Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung},booktitle={Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},month=nov,year={2024},address={Miami, Florida, USA},publisher={Association for Computational Linguistics},url={https://aclanthology.org/2024.emnlp-main.296},pages={5155--5203},}
2023
Combining transformer and CNN for object detection in UAV imagery
Willy Fitra Hendria , Quang Thinh Phan , Fikriansyah Adzaka , and 1 more author
@article{hendria2023combining,title={Combining transformer and CNN for object detection in UAV imagery},author={Hendria, Willy Fitra and Phan, Quang Thinh and Adzaka, Fikriansyah and Jeong, Cheol},journal={ICT Express},volume={9},number={2},pages={258--263},year={2023},publisher={Elsevier},}
arXiv
MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in Indonesian
@article{hendria2023msvd,title={MSVD-Indonesian: A Benchmark for Multimodal Video-Text Tasks in Indonesian},author={Hendria, Willy Fitra},journal={arXiv preprint arXiv:2306.11341},year={2023},}
IMAVIS
Improving distinctiveness in video captioning with text-video similarity
Vania Velda , Steve Andreas Immanuel , Willy Fitra Hendria , and 1 more author
@article{velda2023improving,title={Improving distinctiveness in video captioning with text-video similarity},author={Velda, Vania and Immanuel, Steve Andreas and Hendria, Willy Fitra and Jeong, Cheol},journal={Image and Vision Computing},pages={104728},year={2023},publisher={Elsevier},}
Action knowledge for video captioning with graph neural networks
Willy Fitra Hendria , Vania Velda , Bahy Helmi Hartoyo Putra , and 2 more authors
Journal of King Saud University-Computer and Information Sciences, Nov 2023
@article{hendria2023action,title={Action knowledge for video captioning with graph neural networks},author={Hendria, Willy Fitra and Velda, Vania and Putra, Bahy Helmi Hartoyo and Adzaka, Fikriansyah and Jeong, Cheol},journal={Journal of King Saud University-Computer and Information Sciences},volume={35},number={4},pages={50--62},year={2023},publisher={Elsevier},}
KR-Patent
Transfer of tactile data in teleoperation system
Cheol Jeong , Willy Fitra Hendria , and Hyung Seok Kim
@misc{jeong-2023,author={Jeong, Cheol and Hendria, Willy Fitra and Kim, Hyung Seok},month=dec,number={102611269},title={{Transfer of tactile data in teleoperation system}},year={2023},url={https://doi.org/10.8080/1020210154046},}
KR-Patent
Knowledge distillation for graph-based video captioning
@misc{jeong-2024,author={Jeong, Cheol and Hendria, Willy Fitra},month=aug,number={1020220018494},title={{Knowledge distillation for graph-based video captioning}},year={2023},url={https://doi.org/10.8080/1020220018494},}
2022
Trans. BioCAS
Non-contact supervision of COVID-19 breathing behaviour with FMCW radar and stacked ensemble learning model in real-time
Ariana Tulus Purnomo , Kokoy Siti Komariah , Ding-Bing Lin , and 3 more authors
IEEE Transactions on Biomedical Circuits and Systems, Aug 2022
@article{purnomo2022non,title={Non-contact supervision of COVID-19 breathing behaviour with FMCW radar and stacked ensemble learning model in real-time},author={Purnomo, Ariana Tulus and Komariah, Kokoy Siti and Lin, Ding-Bing and Hendria, Willy Fitra and Sin, Bong-Kee and Ahmadi, Nur},journal={IEEE Transactions on Biomedical Circuits and Systems},volume={16},number={4},pages={664--678},year={2022},publisher={IEEE},}
2021
Non-contact monitoring and classification of breathing pattern for the supervision of people infected by COVID-19
Ariana Tulus Purnomo , Ding-Bing Lin , Tjahjo Adiprabowo , and 1 more author
@article{purnomo2021non,title={Non-contact monitoring and classification of breathing pattern for the supervision of people infected by COVID-19},author={Purnomo, Ariana Tulus and Lin, Ding-Bing and Adiprabowo, Tjahjo and Hendria, Willy Fitra},journal={Sensors},volume={21},number={9},pages={3172},year={2021},publisher={MDPI},}
