Publication
A collection of our work on motion and dynamics.
Published
2024
TrackNetV4: Enhancing Fast Sports Object Tracking with Motion Attention Maps
Arjun Raj, Lei Wang, Tom Gedeon
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
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22 Dec 2024
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doi:10.48550/arXiv.2409.14543
Advancing Video Anomaly Detection: A Concise Review and a New Dataset
Liyun Zhu, Lei Wang, Arjun Raj, Tom Gedeon, Chen Chen
NeurIPS 2024 Datasets and Benchmarks Track (NeurIPS D&B Track)
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26 Sep 2024
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doi:10.48550/arXiv.2402.04857
Motion meets Attention: Video Motion Prompts
Qixiang Chen, Lei Wang, Piotr Koniusz, Tom Gedeon
Asian Conference on Machine Learning (ACML)
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05 Sep 2024
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arXiv:2407.03179
Adaptive Multi-head Contrastive Learning
Lei Wang, Piotr Koniusz, Tom Gedeon, Liang Zheng
European Conference on Computer Vision
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02 Jul 2024
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doi:10.48550/arXiv.2310.05615
SATO: Stable Text-to-Motion Framework
Wenshuo Chen, Hongru Xiao, Erhang Zhang, Lijie Hu, Lei Wang, Mengyuan Liu, Chen Chen
ACM Multimedia
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04 May 2024
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arXiv:2405.01461
Taylor Videos for Action Recognition
L Wang, X Yuan, T Gedeon, L Zheng
International Conference on Machine Learning
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01 May 2024
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arXiv:2402.03019v4
High-Order Tensor Pooling with Attention for Action Recognition
Lei Wang, Ke Sun, Piotr Koniusz
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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14 Apr 2024
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doi:10.1109/ICASSP48485.2024.10446900
Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, R. I. McKay, Saeed Anwar, Tom Gedeon
IEEE Transactions on Neural Networks and Learning Systems
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01 Apr 2024
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doi:10.1109/TNNLS.2022.3201518
Meet JEANIE: A Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment
Lei Wang, Jun Liu, Liang Zheng, Tom Gedeon, Piotr Koniusz
International Journal of Computer Vision
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07 Feb 2024
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doi:10.1007/s11263-024-02070-2
2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition
Lei Wang, Piotr Koniusz
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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01 Jun 2023
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doi:10.1109/CVPR52729.2023.00544
Temporal-Viewpoint Transportation Plan for Skeletal Few-Shot Action Recognition
Lei Wang, Piotr Koniusz
Asian Conference on Computer Vision
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01 Jan 2023
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doi:10.1007/978-3-031-26316-3_19
Flow Dynamics Correction for Action Recognition
Lei Wang, Piotr Koniusz
IEEE International Conference on Acoustics, Speech, and Signal Processing
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01 Jan 2023
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doi:10.48550/arXiv.2310.10059
2022
Tensor Representations for Action Recognition
Piotr Koniusz, Lei Wang, Anoop Cherian
IEEE Transactions on Pattern Analysis and Machine Intelligence
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01 Feb 2022
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doi:10.1109/TPAMI.2021.3107160
Uncertainty-DTW for Time Series and Sequences
Lei Wang, Piotr Koniusz
European Conference on Computer Vision
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01 Jan 2022
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doi:10.1007/978-3-031-19803-8_11
2021
Self-supervising Action Recognition by Statistical Moment and Subspace Descriptors
Lei Wang, Piotr Koniusz
Proceedings of the 29th ACM International Conference on Multimedia
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17 Oct 2021
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doi:10.1145/3474085.3475572
2020
A Comparative Review of Recent Kinect-Based Action Recognition Algorithms
Lei Wang, Du Q. Huynh, Piotr Koniusz
IEEE Transactions on Image Processing
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01 Jan 2020
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doi:10.1109/TIP.2019.2925285
2019
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs
Lei Wang, Piotr Koniusz, Du Huynh
2019 IEEE/CVF International Conference on Computer Vision (ICCV)
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01 Oct 2019
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doi:10.1109/ICCV.2019.00879
Loss Switching Fusion with Similarity Search for Video Classification
Lei Wang, Du Q. Huynh, Moussa Reda Mansour
2019 IEEE International Conference on Image Processing (ICIP)
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01 Sep 2019
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doi:10.1109/ICIP.2019.8803051
Preprints
2024
Do Language Models Understand Time?
Xi Ding, Lei Wang
arXiv
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18 Dec 2024
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doi:10.48550/arXiv.2412.13845
When Spatial meets Temporal in Action Recognition
Huilin Chen, Lei Wang, Yifan Chen, Tom Gedeon, Piotr Koniusz
arXiv
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22 Nov 2024
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doi:10.48550/arXiv.2411.15284
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
Dexuan Ding, Lei Wang, Liyun Zhu, Tom Gedeon, Piotr Koniusz
arXiv
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03 Oct 2024
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doi:10.48550/arXiv.2410.01506
SignLLM: Sign Language Production Large Language Models
Sen Fang, Lei Wang, Ce Zheng, Chunyu Sui, Mingyu Zhao, Yapeng Tian, Chen Chen
arXiv
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03 May 2024
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arxiv:2405.10718
Optimizing Calibration by Gaining Aware of Prediction Correctness
Yuchi Liu, Lei Wang, Yuli Zou, James Zou, Liang Zheng
arXiv
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30 Apr 2024
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arXiv:2404.13016
2021
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve
Lei Wang, Jun Liu, Piotr Koniusz
arXiv
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24 Dec 2021
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arXiv:2112.12668