@inproceedings{bb109700,
        AUTHOR = "Champney, R. and Salcedo, J.N. and Lackey, S.J. and Serge, S. and Sinagra, M.",
        TITLE = "Mixed Reality Training of Military Tasks: Comparison of Two Approaches
Through Reactions from Subject Matter Experts",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "363-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106373"}

@inproceedings{bb109701,
        AUTHOR = "Gilbert, A.",
        TITLE = "Augmented Reality for the US Air Force",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "375-385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106374"}

@inproceedings{bb109702,
        AUTHOR = "Griffith, T. and Dwyer, T. and Kinard, C. and Flynn, J.R. and Kirazian, V.",
        TITLE = "Research on the Use of Puppeteering to Improve Realism in Army
Simulations and Training Games",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "386-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106375"}

@inproceedings{bb109703,
        AUTHOR = "Kratchounova, D.",
        TITLE = "From Interface to Interspace Conceptual Framework for Multimodal Flight
Deck Controls",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "406-415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106376"}

@inproceedings{bb109704,
        AUTHOR = "Liu, X. and Liu, Y.Q. and Zhu, X.Q. and An, M. and Hu, F.C.",
        TITLE = "Virtual Reality Based Navigation Training for Astronaut Moving in a
Simulated Space Station",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "416-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106377"}

@inproceedings{bb109705,
        AUTHOR = "Maxwell, D.B.",
        TITLE = "Application of Virtual Environments for Infantry Soldier Skills
Training: We are Doing it Wrong",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "424-432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106378"}

@inproceedings{bb109706,
        AUTHOR = "McColl, D. and Banbury, S. and Hou, M.",
        TITLE = "Test-Bed for Integrated Ground Control Station Experimentation and
Rehearsal: Crew Performance and Authority Pathway Concept Development",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "433-445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106379"}

@inproceedings{bb109707,
        AUTHOR = "Jie, M.",
        TITLE = "Research on Motion Model for Technique Movements of Competitive
Swimming in Virtual Interactive Environment",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "233-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106380"}

@inproceedings{bb109708,
        AUTHOR = "Salcedo, J.N. and Lackey, S.J. and Maraj, C.",
        TITLE = "Impact of Instructional Strategies on Workload, Stress, and Flow in
Simulation-Based Training for Behavior Cue Analysis",
        BOOKTITLE = VAMR16,
        YEAR = "2016",
        PAGES = "184-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106381"}

@inproceedings{bb109709,
        AUTHOR = "Jain, S. and Barsness, K.A. and Argall, B.",
        TITLE = "Automated and Objective Assessment of Surgical Training:
Detection of Procedural Steps on Videotaped Performances",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106382"}

@inproceedings{bb109710,
        AUTHOR = "Ridene, T. and Leroy, L. and Chendeb, S.",
        TITLE = "Innovative Virtual Reality Application for Road Safety Education of
Children in Urban Areas",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "II: 797-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106383"}

@inproceedings{bb109711,
        AUTHOR = "Mostafa, A.E. and Takashima, K. and Sousa, M.C. and Sharlin, E.",
        TITLE = "JackVR: A Virtual Reality Training System for Landing Oil Rigs",
        BOOKTITLE = ISVC15,
        YEAR = "2015",
        PAGES = "II: 453-462",
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@inproceedings{bb109712,
        AUTHOR = "Meixner, B. and Gold, M.",
        TITLE = "Second-Layer Navigation in Mobile Hypervideo for Medical Training",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "I: 382-394",
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@inproceedings{bb109713,
        AUTHOR = "Bogoni, T. and Scarparo, R. and Pinho, M.",
        TITLE = "A virtual reality simulator for training endodontics procedures using
manual files",
        BOOKTITLE = "3DUI15",
        YEAR = "2015",
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@inproceedings{bb109714,
        AUTHOR = "Papadimitriou, K.",
        TITLE = "Course Outline for a Scuba Diving Speciality 'Underwater Survey Diver'",
        BOOKTITLE = Underwater15,
        YEAR = "2015",
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@inproceedings{bb109715,
        AUTHOR = "Sathyanarayana, S. and Littlewort, G. and Bartlett, M.",
        TITLE = "Hand Gestures for Intelligent Tutoring Systems:
Dataset, Techniques and Evaluation",
        BOOKTITLE = SocialInter13,
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@inproceedings{bb109716,
        AUTHOR = "Ogawa, Y. and Shimada, N. and Shirai, Y. and Kurumi, Y. and Komori, M.",
        TITLE = "Temporal-spatial validation of knot-tying procedures using RGB-D
sensor for training of surgical operation",
        BOOKTITLE = MVA15,
        YEAR = "2015",
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@inproceedings{bb109717,
        AUTHOR = "Kimber, D. and Proppe, P. and Kratz, S. and Vaughan, J. and Liew, B. and Severns, D. and Su, W.Q.",
        TITLE = "Polly: Telepresence from a Guide's Shoulder",
        BOOKTITLE = ACVR14,
        YEAR = "2014",
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@inproceedings{bb109718,
        AUTHOR = "Kamphorst, B.A. and Klein, M.C.A. and van Wissen, A.",
        TITLE = "Human Involvement in E-Coaching:
Effects on Effectiveness, Perceived Influence and Trust",
        BOOKTITLE = HBU14,
        YEAR = "2014",
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@inproceedings{bb109719,
        AUTHOR = "Margetis, G. and Ntelidakis, A. and Zabulis, X. and Ntoa, S. and Koutlemanis, P. and Stephanidis, C.",
        TITLE = "Augmenting physical books towards education enhancement",
        BOOKTITLE = "UCCV13 2013",
        YEAR = "2013",
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@inproceedings{bb109720,
        AUTHOR = "Abasolo, M.J. and Bauza, C.G. and Lazo, M. and d'Amato, J.P. and Venere, M. and de Giusti, A. and Manresa Yee, C. and Mas Sanso, R.",
        TITLE = "From a Serious Training Simulator for Ship Maneuvering to an
Entertainment Simulator",
        BOOKTITLE = AMDO14,
        YEAR = "2014",
        PAGES = "106-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106393"}

@inproceedings{bb109721,
        AUTHOR = "Parmar, D. and Bertrand, J. and Shannon, B. and Babu, S.V. and Madathil, K. and Zelaya, M. and Wang, T.W. and Wagner, J. and Frady, K. and Gramopadhye, A.K.",
        TITLE = "Interactive breadboard activity simulation (IBAS) for psychomotor
skills education in electrical circuitry",
        BOOKTITLE = "3DUI14",
        YEAR = "2014",
        PAGES = "181-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106394"}

@inproceedings{bb109722,
        AUTHOR = "Pick, S. and Bonsch, A. and Tedjo Palczynski, I. and Hentschel, B. and Kuhlen, T.",
        TITLE = "Guided tour creation in immersive virtual environments",
        BOOKTITLE = "3DUI14",
        YEAR = "2014",
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@inproceedings{bb109723,
        AUTHOR = "del Bimbo, A. and Ferracani, A.",
        TITLE = "A Natural Interface for the Training of Medical Personnel in an
Immersive and Virtual Reality System",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "I:763-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106396"}

@inproceedings{bb109724,
        AUTHOR = "Segundo, J.T. and Soares, E. and Machado, L.S. and Moraes, R.",
        TITLE = "Performance Profile of Online Training Assessment Based on Virtual
Reality:",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "II:158-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106397"}

@inproceedings{bb109725,
        AUTHOR = "Hold Geoffroy, Y. and Gardner, M.A. and Gagne, C. and Latulippe, M. and Giguere, P.",
        TITLE = "ros4mat: A Matlab Programming Interface for Remote Operations of
ROS-Based Robotic Devices in an Educational Context",
        BOOKTITLE = CRV13,
        YEAR = "2013",
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@inproceedings{bb109726,
        AUTHOR = "Boeing, A. and Braunl, T.",
        TITLE = "Leveraging multiple simulators for crossing the reality gap",
        BOOKTITLE = ICARCV12,
        YEAR = "2012",
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@inproceedings{bb109727,
        AUTHOR = "Schneeberger, M. and Uray, M. and Mayer, H.",
        TITLE = "Image Completion Optimised for Realistic Simulations of Wound
Development",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "448-457",
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@inproceedings{bb109728,
        AUTHOR = "Moraes, R.M. and Machado, L.S. and Souza, L.C.",
        TITLE = "Skills Assessment of Users in Medical Training Based on Virtual Reality
Using Bayesian Networks",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "805-812",
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@inproceedings{bb109729,
        AUTHOR = "Ng, C.L. and Ng, T.C. and Nguyen, T.A.N. and Yang, G.L. and Chen, W.J.",
        TITLE = "Intuitive robot tool path teaching using laser and camera in Augmented
Reality environment",
        BOOKTITLE = ICARCV10,
        YEAR = "2010",
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@inproceedings{bb109730,
        AUTHOR = "Chuah, K.M. and Chen, C.J. and Teh, C.S.",
        TITLE = "ViSTREET: An Educational Virtual Environment for the Teaching of Road
Safety Skills to School Students",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
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@inproceedings{bb109731,
        AUTHOR = "Boudreaux, H. and Bible, P. and Cruz Neira, C. and Parham, T. and Cervato, C. and Gallus, W. and Stelling, P.",
        TITLE = "V-Volcano: Addressing Students' Misconceptions in Earth Sciences
Learning through Virtual Reality Simulations",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
        PAGES = "I: 1009-1018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106404"}

@inproceedings{bb109732,
        AUTHOR = "Zaman, H.B. and Bakar, N. and Ahmad, A. and Sulaiman, R. and Arshad, H. and Yatim, N.F.M.",
        TITLE = "Virtual Visualisation Laboratory for Science and Mathematics Content
(Vlab-SMC) with Special Reference to Teaching and Learning of Chemistry",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "356-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106405"}

@inproceedings{bb109733,
        AUTHOR = "Periasamy, E. and Zaman, H.B.",
        TITLE = "Augmented Reality as a Remedial Paradigm for Negative Numbers:
Content Aspect",
        BOOKTITLE = IVIC09,
        YEAR = "2009",
        PAGES = "371-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106406"}

@inproceedings{bb109734,
        AUTHOR = "Andersen, M. and Andersen, R. and Larsen, C. and Moeslund, T.B. and Madsen, O.",
        TITLE = "Interactive Assembly Guide Using Augmented Reality",
        BOOKTITLE = ISVC09,
        YEAR = "2009",
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@inproceedings{bb109735,
        AUTHOR = "Sin, A.K. and Zaman, H.B.",
        TITLE = "Tangible Interaction in Learning Astronomy through Augmented Reality
Book-Based Educational Tool",
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        PAGES = "302-313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497in1.html#TT106408"}

@inproceedings{bb109736,
        AUTHOR = "Ali, N.M. and Smeaton, A.F.",
        TITLE = "Are Visual Informatics Actually Useful in Practice:
A Study in a Film Studies Context",
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@inproceedings{bb109737,
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@article{bb109746,
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@article{bb109747,
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@inproceedings{bb109749,
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@article{bb109750,
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        AUTHOR = "Alayrac, J.B. and Bojanowski, P. and Agrawal, N. and Sivic, J. and Laptev, I. and Lacoste Julien, S.",
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@article{bb109752,
        AUTHOR = "Doering, M. and Glas, D.F. and Ishiguro, H.",
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Social Behavior",
        JOURNAL = HMS,
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@article{bb109753,
        AUTHOR = "Wu, A. and Piergiovanni, A.J. and Ryoo, M.S.",
        TITLE = "Model-Based Robot Imitation with Future Image Similarity",
        JOURNAL = IJCV,
        VOLUME = "128",
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "1360-1374",
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@article{bb109754,
        AUTHOR = "Ryoo, M.S. and Piergiovanni, A.J. and Wu, A.",
        TITLE = "Model-Based Robot Imitation with Future Image Similarity",
        JOURNAL = IJCV,
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@article{bb109755,
        AUTHOR = "Tang, Y.S. and Lu, J.W. and Zhou, J.",
        TITLE = "Comprehensive Instructional Video Analysis:
The COIN Dataset and Performance Evaluation",
        JOURNAL = PAMI,
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@inproceedings{bb109756,
        AUTHOR = "Tang, Y.S. and Ding, D.J. and Rao, Y.M. and Zheng, Y. and Zhang, D.Y. and Zhao, L. and Lu, J.W. and Zhou, J.",
        TITLE = "COIN: A Large-Scale Dataset for Comprehensive Instructional Video
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@article{bb109757,
        AUTHOR = "He, T.Y. and Liu, H.B. and Luo, W.H. and Ran, H.Z. and Shi, Z.G. and Lin, W.Y.",
        TITLE = "Achieving Procedure-Aware Instructional Video Correlation Learning
Under Weak Supervision from a Collaborative Perspective",
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@article{bb109758,
        AUTHOR = "Tan, C. and Zhao, H. and Ding, H.",
        TITLE = "Sparse Bayesian learning for dynamical modelling on product manifolds",
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@article{bb109759,
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        TITLE = "TI-PREGO: Chain of Thought and In-Context Learning for online mistake
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        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106433"}

@article{bb109760,
        AUTHOR = "Fang, F. and Yang, M. and Wu, M. and Yang, Y.H. and Xu, Q.L. and Lim, J.H. and Yang, X. and Zhu, H.Y.",
        TITLE = "Toward Accurate Procedure Planning in Instructional Videos: Visual
State Generation Helps Task-Selective Diffusion",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4033-4050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106434"}

@article{bb109761,
        AUTHOR = "Xu, Y. and Shen, W. and Xu, J. and Zhang, X. and Wen, J.R.",
        TITLE = "IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral
Evolution History",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5655-5671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106435"}

@inproceedings{bb109762,
        AUTHOR = "Safaei, B. and Siddiqui, F. and Xu, J.C. and Patel, V.M. and Lo, S.Y.",
        TITLE = "Filter Images First, Generate Instructions Later: Pre-Instruction
Data Selection for Visual Instruction Tuning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "14247-14256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106436"}

@inproceedings{bb109763,
        AUTHOR = "Ohkawa, T. and Yagi, T. and Nishimura, T. and Furuta, R. and Hashimoto, A. and Ushiku, Y. and Sato, Y.",
        TITLE = "Exo2EgoDVC: Dense Video Captioning of Egocentric Procedural
Activities Using Web Instructional Videos",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8324-8335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106437"}

@inproceedings{bb109764,
        AUTHOR = "Shi, L. and Burkner, P. and Bulling, A.",
        TITLE = "ActionDiffusion: An Action-Aware Diffusion Model for Procedure
Planning in Instructional Videos",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "8816-8825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106438"}

@inproceedings{bb109765,
        AUTHOR = "Walsman, A. and Zhang, M. and Fishman, A. and Farhadi, A. and Fox, D.",
        TITLE = "Learning to Build by Building Your Own Instructions",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIX: 261-278",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106439"}

@inproceedings{bb109766,
        AUTHOR = "Hojel, A. and Bai, Y.T. and Darrell, T.J. and Globerson, A. and Bar, A.",
        TITLE = "Finding Visual Task Vectors",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLIII: 257-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106440"}

@inproceedings{bb109767,
        AUTHOR = "Batra, A. and Moltisanti, D. and Sevilla Lara, L. and Rohrbach, M. and Keller, F.",
        TITLE = "Efficient Pre-training for Localized Instruction Generation of
Procedural Videos",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIX: 347-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106441"}

@inproceedings{bb109768,
        AUTHOR = "Chen, Y.X. and Li, K. and Bao, W.T. and Patel, D. and Kong, Y. and Min, M.R. and Metaxas, D.N.",
        TITLE = "Learning to Localize Actions in Instructional Videos with Llm-based
Multi-pathway Text-video Alignment",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXII: 193-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106442"}

@inproceedings{bb109769,
        AUTHOR = "Zare, A. and Niu, Y. and Ayyubi, H. and Chang, S.F.",
        TITLE = "RAP: Retrieval-augmented Planner for Adaptive Procedure Planning in
Instructional Videos",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVII: 410-426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106443"}

@inproceedings{bb109770,
        AUTHOR = "Li, Z.Q. and Chen, Q. and Han, T. and Zhang, Y. and Wang, Y.F. and Xie, W.",
        TITLE = "Multi-sentence Grounding for Long-term Instructional Video",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVI: 200-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106444"}

@inproceedings{bb109771,
        AUTHOR = "Islam, M.M. and Nagarajan, T. and Wang, H.Y. and Chu, F.J. and Kitani, K. and Bertasius, G. and Yang, X.T.",
        TITLE = "Propose, Assess, Search: Harnessing Llms for Goal-oriented Planning in
Instructional Videos",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XIX: 436-452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106445"}

@inproceedings{bb109772,
        AUTHOR = "Nagasinghe, K.R.Y. and Zhou, H.L. and Gunawardhana, M. and Min, M.R. and Harari, D. and Khan, M.H.",
        TITLE = "Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of
Instructional Videos",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18816-18826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106446"}

@inproceedings{bb109773,
        AUTHOR = "Ashutosh, K. and Xue, Z. and Nagarajan, T. and Grauman, K.",
        TITLE = "Detours for Navigating Instructional Videos",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18804-18815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106447"}

@inproceedings{bb109774,
        AUTHOR = "Nagarajan, T. and Torresani, L.",
        TITLE = "Step Differences in Instructional Video",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "18740-18750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106448"}

@inproceedings{bb109775,
        AUTHOR = "Cui, J.M. and Liu, T.Y. and Meng, Z.Y. and Yu, J. and Song, R. and Zhang, W. and Zhu, Y.X. and Huang, S.Y.",
        TITLE = "GROVE: A Generalized Reward for Learning Open-Vocabulary Physical
Skill",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "15781-15790",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106449"}

@inproceedings{bb109776,
        AUTHOR = "Cui, J.M. and Liu, T.Y. and Liu, N. and Yang, Y.D. and Zhu, Y.X. and Huang, S.Y.",
        TITLE = "AnySkill: Learning Open-Vocabulary Physical Skill for Interactive
Agents",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "852-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106450"}

@inproceedings{bb109777,
        AUTHOR = "Bansal, S. and Arora, C. and Jawahar, C.V.",
        TITLE = "United We Stand, Divided We Fall:
UnityGraph for Unsupervised Procedure Learning from Videos",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "6495-6505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106451"}

@inproceedings{bb109778,
        AUTHOR = "Ben Shabat, Y.Z. and Paul, J. and Segev, E. and Shrout, O. and Gould, S.",
        TITLE = "IKEA Ego 3D Dataset: Understanding furniture assembly actions from
ego-view 3D Point Clouds",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4343-4352",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106452"}

@inproceedings{bb109779,
        AUTHOR = "Schoonbeek, T.J. and Houben, T. and Onvlee, H. and de With, P.H.N. and van der Sommen, F.",
        TITLE = "IndustReal: A Dataset for Procedure Step Recognition Handling
Execution Errors in Egocentric Videos in an Industrial-Like Setting",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4353-4362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106453"}

@inproceedings{bb109780,
        AUTHOR = "Abdelslam, M.A. and Rangrej, S.B. and Hadji, I. and Dvornik, N. and Derpanis, K.G. and Fazly, A.",
        TITLE = "GePSAn: Generative Procedure Step Anticipation in Cooking Videos",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2976-2985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106454"}

@inproceedings{bb109781,
        AUTHOR = "Zhong, Y. and Yu, L.C. and Bai, Y. and Li, S.W. and Yan, X.T. and Li, Y.",
        TITLE = "Learning Procedure-aware Video Representation from Instructional
Videos and Their Narrations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14825-14835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106455"}

@inproceedings{bb109782,
        AUTHOR = "Zhang, J.H. and Cherian, A. and Liu, Y.B. and Ben Shabat, Y.Z. and Rodriguez, C. and Gould, S.",
        TITLE = "Aligning Step-by-Step Instructional Diagrams to Video Demonstrations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "2483-2492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106456"}

@inproceedings{bb109783,
        AUTHOR = "Kosaka, T. and Kosaka, M.",
        TITLE = "Development and Discussion of an Authentic Game to Develop Cleaning
Skills",
        BOOKTITLE = VAMR23,
        YEAR = "2023",
        PAGES = "33-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106457"}

@inproceedings{bb109784,
        AUTHOR = "Pan, Y. and Wu, J.X. and Ju, R. and Zhou, Z. and Gu, J.Y. and Zeng, S.T. and Yuan, L. and Li, M.",
        TITLE = "A Multimodal Framework for Automated Teaching Quality Assessment of
One-to-many Online Instruction Videos",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1777-1783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106458"}

@inproceedings{bb109785,
        AUTHOR = "Qin, Y.Z. and Wu, Y.H. and Liu, S.W. and Jiang, H.W. and Yang, R. and Fu, Y. and Wang, X.L.",
        TITLE = "DexMV: Imitation Learning for Dexterous Manipulation from Human Videos",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIX:570-587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106459"}

@inproceedings{bb109786,
        AUTHOR = "Sener, F. and Chatterjee, D. and Shelepov, D. and He, K. and Singhania, D. and Wang, R. and Yao, A.",
        TITLE = "Assembly101: A Large-Scale Multi-View Video Dataset for Understanding
Procedural Activities",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "21064-21074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106460"}

@inproceedings{bb109787,
        AUTHOR = "Ghoddoosian, R. and Dwivedi, I. and Agarwal, N. and Dariush, B.",
        TITLE = "Weakly-Supervised Action Segmentation and Unseen Error Detection in
Anomalous Instructional Videos",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "10094-10104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106461"}

@inproceedings{bb109788,
        AUTHOR = "Ghoddoosian, R. and Dwivedi, I. and Agarwal, N. and Choi, C. and Dariush, B.",
        TITLE = "Weakly-Supervised Online Action Segmentation in Multi-View
Instructional Videos",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13770-13780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106462"}

@inproceedings{bb109789,
        AUTHOR = "Ghoddoosian, R. and Sayed, S. and Athitsos, V.",
        TITLE = "Hierarchical Modeling for Task Recognition and Action Segmentation in
Weakly-Labeled Instructional Videos",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "120-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106463"}

@inproceedings{bb109790,
        AUTHOR = "Ramrakhya, R. and Undersander, E. and Batra, D. and Das, A.",
        TITLE = "Habitat-Web: Learning Embodied Object-Search Strategies from Human
Demonstrations at Scale",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "5163-5173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106464"}

@inproceedings{bb109791,
        AUTHOR = "Zhao, H. and Hadji, I. and Dvornik, N. and Derpanis, K.G. and Wildes, R.P. and Jepson, A.D.",
        TITLE = "P3IV: Probabilistic Procedure Planning from Instructional Videos with
Weak Supervision",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "2928-2938",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106465"}

@inproceedings{bb109792,
        AUTHOR = "Li, M.H. and Chen, L. and Duarr, Y.Q. and Hu, Z.L. and Feng, J.J. and Zhou, J. and Lu, J.W.",
        TITLE = "Bridge-Prompt:
Towards Ordinal Action Understanding in Instructional Videos",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19848-19857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106466"}

@inproceedings{bb109793,
        AUTHOR = "Singh, K.P. and Bhambri, S. and Kim, B. and Mottaghi, R. and Choi, J.H.",
        TITLE = "Factorizing Perception and Policy for Interactive Instruction
Following",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1868-1877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106467"}

@inproceedings{bb109794,
        AUTHOR = "Bi, J. and Luo, J.B. and Xu, C.L.",
        TITLE = "Procedure Planning in Instructional Videos via Contextual Modeling
and Model-based Policy Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "15591-15600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106468"}

@inproceedings{bb109795,
        AUTHOR = "Diaz, M. and Fevens, T. and Paull, L.",
        TITLE = "Uncertainty-Aware Policy Sampling and Mixing for Safe Interactive
Imitation Learning",
        BOOKTITLE = CRV21,
        YEAR = "2021",
        PAGES = "72-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106469"}

@inproceedings{bb109796,
        AUTHOR = "Wang, S.J. and Zhao, W.T. and Kou, Z.Y. and Shi, J. and Xu, C.L.",
        TITLE = "How to Make a BLT Sandwich? Learning VQA towards Understanding Web
Instructional Videos",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1129-1138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106470"}

@inproceedings{bb109797,
        AUTHOR = "Shen, Y.H. and Elhamifar, E.",
        TITLE = "Semi-Weakly-Supervised Learning of Complex Actions from Instructional
Task Videos",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "3334-3344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106471"}

@inproceedings{bb109798,
        AUTHOR = "Shen, Y.H. and Elhamifar, E.",
        TITLE = "Understanding Multi-Task Activities from Single-Task Videos",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19120-19131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106472"}

@inproceedings{bb109799,
        AUTHOR = "Elhamifar, E. and Huynh, D.",
        TITLE = "Self-supervised Multi-task Procedure Learning from Instructional Videos",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:557-573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/describe497how2.html#TT106473"}

Last update:Jun 4, 2026 at 16:38:45