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28 Oct 2024
SERC
Institute for Infocomm Research
Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification
Yuan Xie,
Yichen Zhang,
Yifang Yin,
Sheng Zhang,
Ying Zhang,
Rajiv Shah,
Roger Zimmermann,
Guoqing Xiao
Proceedings of the 32nd ACM International Conference on Multimedia
9 Apr 2024
SERC
Institute for Infocomm Research
Predictability in Human Mobility: From Individual to Collective (Vision Paper)
Ying Zhang,
Zhiwen Yu,
Minling Dang,
En Xu,
Bin Guo,
Yuxun Liang,
Yifang Yin,
Roger Zimmermann
ACM Transactions on Spatial Algorithms and Systems
25 Mar 2024
SERC
Institute for Infocomm Research
SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection
Qiu Zhou,
Jinming Cao,
Hanchao Leng,
Yifang Yin,
Yu Kun,
Roger Zimmermann
Proceedings of the AAAI Conference on Artificial Intelligence
15 Jan 2024
SERC
Institute for Infocomm Research
CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training
Yifang Yin,
Wenmiao Hu,
Zhenguang Liu,
Guanfeng Wang,
Shili Xiang,
Roger Zimmermann
2023 IEEE/CVF International Conference on Computer Vision (ICCV)
6 Dec 2023
SERC
Institute for Infocomm Research
Trajectory-aware Task Coalition Assignment in Spatial Crowdsourcing
Yuan Xie,
Fan Wu,
Xu Zhou,
Wensheng Luo,
Yifang Yin,
Roger Zimmermann,
Keqin Li,
Kenli Li
IEEE Transactions on Knowledge and Data Engineering
30 Nov 2023
SERC
Institute for Infocomm Research
GAN-assisted Road Segmentation from Satellite Imagery
Wenmiao Hu,
Yifang Yin,
Ying Kiat Tan,
An Tran,
Hannes Kruppa,
Roger Zimmermann
ACM Transactions on Multimedia Computing, Communications, and Applications
27 Oct 2023
SERC
Institute for Infocomm Research
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection
Yichen Zhang,
Yifang Yin,
Ying Zhang,
Zhenguang Liu,
Zheng Wang,
Roger Zimmermann
Proceedings of the 31st ACM International Conference on Multimedia
27 Oct 2023
SERC
Institute for Infocomm Research
PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search
Wenmiao Hu,
Yichen Zhang,
Yuxuan Liang,
Xianjing Han,
Yifang Yin,
Hannes Kruppa,
See-Kiong Ng,
Roger Zimmermann
Proceedings of the 31st ACM International Conference on Multimedia
2 Sep 2023
SERC
Institute for Infocomm Research
Multimodal Deep Learning for Robust Road Attribute Detection
Yifang Yin,
Wenmiao Hu,
An Tran,
Ying Zhang,
Guanfeng Wang,
Hannes Kruppa,
Roger Zimmermann,
See-Kiong Ng
ACM Transactions on Spatial Algorithms and Systems
21 Jul 2023
SERC
Institute for Infocomm Research
Decoupling Long-and Short-Term Patterns in Spatiotemporal Inference
Junfeng Hu,
Yuxuan Liang,
Zhencheng Fan,
Li Liu,
Yifang Yin,
Roger Zimmermann
IEEE Transactions on Neural Networks and Learning Systems
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