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@inproceedings{bb214547,
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@article{bb214548,
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Large Language Models",
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@article{bb214562,
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        TITLE = "Positive and Negative Set Designs in Contrastive Feature Learning for
Temporal Action Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
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        PAGES = "11156-11168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209859"}

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        PAGES = "1644-1659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209860"}

@inproceedings{bb214564,
        AUTHOR = "Liu, D.C. and Li, Q.Y. and Dinh, A.D. and Jiang, T.T. and Shah, M. and Xu, C.",
        TITLE = "Diffusion Action Segmentation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "10105-10115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209861"}

@article{bb214565,
        AUTHOR = "Zheng, Z.C. and Zhou, Y. and Chen, Y. and Zhou, J.S. and Gu, Y.H.",
        TITLE = "What, when and where: Spatial-aware temporal action segmentation",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209862"}

@article{bb214566,
        AUTHOR = "Chen, B. and Nie, W. and Ji, H.Y. and Ren, W.H. and Tong, Q. and Wang, Z.Y. and Liu, H.H.",
        TITLE = "Multiscale Skeleton-Based Temporal Action Segmentation Using
Hierarchical Temporal Modeling and Prediction Ensemble",
        JOURNAL = Cyber,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2779-2791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209863"}

@article{bb214567,
        AUTHOR = "Ji, H.Y. and Chen, B. and Ren, W.H. and Huang, W.Z. and Yang, Z.H. and Wang, Z.Y. and Liu, H.H.",
        TITLE = "Text-Derived Relational Graph-Enhanced Network for Skeleton-Based
Action Segmentation",
        JOURNAL = IP,
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        YEAR = "2025",
        PAGES = "7305-7320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209864"}

@article{bb214568,
        AUTHOR = "Zhao, Z.X. and Liu, S.M. and Zhao, C.Z. and Zhao, X.",
        TITLE = "Constructing Semantical Structure by Segmentation Integrated Video
Embedding for Temporal Action Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "5980-5992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209865"}

@article{bb214569,
        AUTHOR = "Ren, Z.Y. and Li, G.Z. and Cheng, N. and Wu, A. and Wang, N.N. and Gao, X.B.",
        TITLE = "Cluster Assumption-Guided Timestamp-Supervised Temporal Action
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209866"}

@article{bb214570,
        AUTHOR = "Huynh, V.T. and Kim, S.W. and Yang, H.J. and Kim, S.H.",
        TITLE = "Multilevel spatial-temporal feature analysis for generic event
boundary detection in videos",
        JOURNAL = CVIU,
        VOLUME = "259",
        YEAR = "2025",
        PAGES = "104429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209867"}

@article{bb214571,
        AUTHOR = "Ruan, X.N. and Xie, B.X. and Yin, Q.X. and Su, F. and Zhao, Z.C.",
        TITLE = "GLD: Global-Local Dynamic Frame Selection for Action Recognition",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2868-2872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209868"}

@article{bb214572,
        AUTHOR = "Fang, Z.Y. and Yu, J. and Hong, R.C.",
        TITLE = "Boundary Discretization and Reliable Classification Network for
Temporal Action Detection",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "5198-5211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209869"}

@article{bb214573,
        AUTHOR = "Song, P.P. and Zhang, L. and Lan, L. and Chen, W.D. and Guo, D. and Yang, X. and Wang, M.",
        TITLE = "Towards Efficient Partially Relevant Video Retrieval With Active
Moment Discovering",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6740-6751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209870"}

@article{bb214574,
        AUTHOR = "Zheng, Z.C. and Zhou, Y. and Chen, Y. and Gu, Y.H. and Zhou, J.S. and Ji, Z.",
        TITLE = "Multiple Temporal Scale Aggregate Network for Temporal Action
Segmentation",
        JOURNAL = PR,
        VOLUME = "171",
        YEAR = "2026",
        PAGES = "112165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209871"}

@article{bb214575,
        AUTHOR = "Zhang, R.Z. and Duan, Y. and Chen, Y. and Hu, W.P. and Cai, C. and Wang, S. and Tan, Y.P.",
        TITLE = "Boundary Voting Network for Ambiguity-Aware Timestamp-Supervised
Action Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11323-11336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209872"}

@article{bb214576,
        AUTHOR = "Ou, Y.J. and Mi, L. and Chen, Z.Z.",
        TITLE = "HARG: Hierarchical Adaptive Reasoning Graph for Activity Parsing",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "7946-7960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209873"}

@article{bb214577,
        AUTHOR = "Chen, L. and Tong, Z. and Song, Y.B. and Wu, G.S. and Wang, L.M.",
        TITLE = "CycleACR: Cycle Modeling of Actor-Context Relations for Video Action
Detection",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10588-10603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209874"}

@article{bb214578,
        AUTHOR = "Li, B. and Duan, H.T. and Liu, Y. and Zhang, L. and Cui, W. and Zhou, J.T.Y.",
        TITLE = "STADe: Sensory Temporal Action Detection via Temporal-Spectral
Representation Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8117-8133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209875"}

@article{bb214579,
        AUTHOR = "Song, Z.Y. and Chen, K.X. and Wang, P.F. and Song, M.L. and Zheng, N.G.",
        TITLE = "Unsupervised Action Segmentation via Multi-Scale Temporal-Interaction
Enhancement",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "747-762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209876"}

@article{bb214580,
        AUTHOR = "Tang, L.Y. and Zhang, B. and Lv, H. and Xu, R. and Tian, X.D. and Zhou, J.S. and Chen, Y.",
        TITLE = "DilatedTAD: Enhancing Adaptability to Actions of Varying Durations
for Temporal Action Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "79-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209877"}

@article{bb214581,
        AUTHOR = "Bahrami, E. and Zatsarynna, O. and Francesca, G. and Gall, J.",
        TITLE = "Towards Generalizing Temporal Action Segmentation to Unseen Views",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209878"}

@article{bb214582,
        AUTHOR = "Li, Y.N. and Li, Z.Y. and Gao, S.H. and Wang, Q.L. and Hou, Q.B. and Cheng, M.M.",
        TITLE = "DeST: A Decoupled Spatio-Temporal Framework for Action Segmentation",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209879"}

@article{bb214583,
        AUTHOR = "Zhang, R.Z. and Tian, F.R. and Duan, Y. and Cai, C. and Wang, Z.W. and Hu, W.P. and Bao, P.J. and Chen, Y. and Wang, S. and Tan, Y.P.",
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Segmentation",
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        YEAR = "2026",
        PAGES = "3807-3821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209880"}

@article{bb214584,
        AUTHOR = "Liu, Y.T. and Xu, W. and Miao, Z.J. and Zhang, K.J. and He, W.S. and Yao, R.Y.",
        TITLE = "Natural Cognizing Video: A Decoupling and Integration Network for
General Event Boundary Captioning",
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        YEAR = "2026",
        PAGES = "3313-3327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209881"}

@article{bb214585,
        AUTHOR = "Xu, Z.M. and Feng, Y.X. and Zhou, F. and Lin, G. and Su, Z.",
        TITLE = "Action-aware anchor-based frame selection strategy for action
recognition",
        JOURNAL = IVC,
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        YEAR = "2026",
        PAGES = "105976",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209882"}

@article{bb214586,
        AUTHOR = "Du, K.Q. and Yang, X. and Chen, H.",
        TITLE = "CaASR: A Causal Lens for Refining Temporal Action Segmentation",
        JOURNAL = MultMed,
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        PAGES = "5059-5072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209883"}

@article{bb214587,
        AUTHOR = "Xie, X. and Sheng, Y.Y. and Liu, H.Y. and Li, J.",
        TITLE = "Learning Video Alignment for Unsupervised Temporal Action
Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "9876-9887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209884"}

@article{bb214588,
        AUTHOR = "Spurio, F. and Bahrami, E. and Zatsarynna, O. and Farha, Y.A. and Francesca, G. and Gall, J.",
        TITLE = "Looking into the unknown: Exploring Action Discovery for segmentation
of known and unknown actions",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209885"}

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        AUTHOR = "Xu, T.J. and Zhang, R.X. and Tian, X. and Chen, Y. and Zheng, Z.C. and Zhou, J.S.",
        TITLE = "PAL: Predictive Action Logic for online action segmentation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209886"}

@inproceedings{bb214590,
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        TITLE = "Timestamp Query Transformer for Temporal Action Segmentation",
        BOOKTITLE = WACV26,
        YEAR = "2026",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209887"}

@inproceedings{bb214591,
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        BOOKTITLE = "MULA25",
        YEAR = "2025",
        PAGES = "97-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209888"}

@inproceedings{bb214592,
        AUTHOR = "Ding, G.D. and Chen, R. and Yao, A.",
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209889"}

@inproceedings{bb214593,
        AUTHOR = "Zheng, Z.W. and He, L.J. and Yang, L. and Li, F.",
        TITLE = "Fine-grained Dynamic Network for Generic Event Boundary Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIII: 107-123",
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@inproceedings{bb214594,
        AUTHOR = "Pang, Z.Z. and Sener, F. and Ramasubramanian, S. and Yao, A.",
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        YEAR = "2024",
        PAGES = "XXX: 320-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209891"}

@inproceedings{bb214595,
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        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVII: 161-183",
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@inproceedings{bb214596,
        AUTHOR = "Ji, H.Y. and Chen, B. and Xu, X.L. and Ren, W.H. and Wang, Z.Y. and Liu, H.H.",
        TITLE = "Language-assisted Skeleton Action Understanding for Skeleton-based
Temporal Action Segmentation",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIV: 400-417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209893"}

@inproceedings{bb214597,
        AUTHOR = "Huang, S. and Zhang, H.X. and Xu, Y.Y. and Gao, Y. and Hu, Y. and Qin, Z.C.",
        TITLE = "Caseg: CLIP-Based Action Segmentation with Learnable Text Prompt",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209894"}

@inproceedings{bb214598,
        AUTHOR = "Moltisanti, D. and Bilen, H. and Sevilla Lara, L. and Keller, F.",
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        BOOKTITLE = FGVC24,
        YEAR = "2024",
        PAGES = "1191-1200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742ase2.html#TT209895"}

@inproceedings{bb214599,
        AUTHOR = "Chen, Z.W. and Zhu, Z.Y. and Zhang, Y.F. and Hou, J.H. and Shi, G.M. and Wu, J.J.",
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        BOOKTITLE = CVPR24,
        YEAR = "2024",
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Last update:Sep 30, 2026 at 11:45:00