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TITLE = "AppleVLM: End-to-End Autonomous Driving With Advanced Perception and
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JOURNAL = ITS,
VOLUME = "27",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "7028-7043",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175509"}
@article{bb179857,
AUTHOR = "Xu, Y.Z. and Pan, Y.Y. and Liu, Z.",
TITLE = "Dream to Recall: Imagination-Guided Experience Retrieval for
Memory-Persistent Vision-and-Language Navigation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "9035-9049",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175510"}
@article{bb179858,
AUTHOR = "Zhong, Z. and Lu, J. and Liu, X.C. and Yu, R.Z. and Zheng, X. and Liu, Z. and Wang, H.S. and Li, H.A.",
TITLE = "Spatial-Aware and Viewpoint-Robust Vision-Language Navigation",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "11717-11728",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175511"}
@article{bb179859,
AUTHOR = "Wang, T. and Zhao, X. and Cai, W.Z. and Sun, C.Y.",
TITLE = "ImagineNav++: Prompting Vision-Language Models as Embodied Navigator
Through Scene Imagination",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "11166-11182",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175512"}
@article{bb179860,
AUTHOR = "Wang, L.Y. and He, Z.T. and Shen, M.J. and Yang, J.W. and Liu, C.J. and Chen, Q.J.",
TITLE = "MAGIC: Meta-Ability Guided Interactive Chain-of-Distillation for
Effective-and-Efficient Vision-and-Language Navigation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "11477-11493",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175513"}
@article{bb179861,
AUTHOR = "Yin, L. and Fan, Y. and Sun, Y. and Mi, B.",
TITLE = "UTPTrack: Unlocking Text Potential via cascaded alignment and
adaptive temporal modeling for Vision-Language Tracking",
JOURNAL = PR,
VOLUME = "181",
YEAR = "2027",
PAGES = "114652",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175514"}
@article{bb179862,
AUTHOR = "Zhang, H.L. and Li, Z. and Zhu, L. and Jiang, B. and Zhang, J. and Wan, R. and Nie, C.",
TITLE = "Dynamic multi-modal prompt generation for Visual-Language Tracking",
JOURNAL = SP:IC,
VOLUME = "148",
YEAR = "2026",
PAGES = "117583",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175515"}
@article{bb179863,
AUTHOR = "Yao, X. and Gao, J.Y. and Xu, C.S.",
TITLE = "Toward a Causally-Inspired Evolving World Model for
Vision-and-Language Navigation in Continuous Environments",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "11",
MONTH = "November",
PAGES = "15648-15664",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175516"}
@article{bb179864,
AUTHOR = "Liu, T.P. and Hu, X. and Li, J. and Zhang, L.",
TITLE = "Beyond Static Prompts: Dynamic Token Fusion for Temporal-Align
Visual-Language Tracking",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "16010-16024",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175517"}
@article{bb179865,
AUTHOR = "Xu, H.L. and Liu, Z.Y. and Luomei, Y.X. and Xu, F.",
TITLE = "Aerial Vision-Language Navigation With a Unified Framework for
Spatial, Temporal and Embodied Reasoning",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "14942-14957",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175518"}
@inproceedings{bb179866,
AUTHOR = "Zhou, L. and Xue, R. and Luo, X.Y.",
TITLE = "Structured Instruction Parsing and Scene Alignment For UAV
Vision-Language Navigation",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2600-2605",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175519"}
@inproceedings{bb179867,
AUTHOR = "Srinivasan, T. and Patapati, S.",
TITLE = "PhysNav-DG: A Novel Adaptive Framework for Robust VLM-Sensor Fusion
in Navigation Applications",
BOOKTITLE = DomainFuture25,
YEAR = "2025",
PAGES = "6566-6574",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175520"}
@inproceedings{bb179868,
AUTHOR = "Sohn, T.S. and Dillitzer, M. and Bach, J. and Corso, J.J. and Bruhl, T. and Schwager, R. and Eberhardt, T.D. and Sax, E.",
TITLE = "Drive4C: A Closed-Loop Benchmark on what Foundation Models Really
Need to be Capable of for Language-Guided Autonomous Driving",
BOOKTITLE = DistillDrive24,
YEAR = "2024",
PAGES = "3859-3869",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175521"}
@inproceedings{bb179869,
AUTHOR = "Cusipuma, D. and Ortega, D. and Flores Benites, V. and Deza, A.",
TITLE = "Robusto-1 Dataset: Comparing Humans and VLMs on Real
Out-Of-Distribution Autonomous Driving VQA from Peru",
BOOKTITLE = DistillDrive24,
YEAR = "2024",
PAGES = "3817-3828",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175522"}
@inproceedings{bb179870,
AUTHOR = "Chen, X.S. and Huang, L. and Ma, T. and Fang, R.Y. and Shi, S.S. and Li, H.S.",
TITLE = "SOLVE: Synergy of Language-Vision and End-to-End Networks for
Autonomous Driving",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "12068-12077",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175523"}
@inproceedings{bb179871,
AUTHOR = "Song, X.S. and Chen, W.X. and Liu, Y. and Chen, W.K. and Li, G.B. and Lin, L.",
TITLE = "Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark
and Method",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "12078-12088",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175524"}
@inproceedings{bb179872,
AUTHOR = "Liang, H. and Cao, J.L. and Goel, V. and Qian, G. and Korolev, S. and Terzopoulos, D. and Plataniotis, K.N. and Tulyakov, S. and Ren, J.",
TITLE = "Wonderland: Navigating 3D Scenes From a Single Image",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "798-810",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175525"}
@inproceedings{bb179873,
AUTHOR = "Perincherry, A. and Krantz, J. and Lee, S.",
TITLE = "Do Visual Imaginations Improve Vision-and-Language Navigation Agents?",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "3846-3855",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175526"}
@inproceedings{bb179874,
AUTHOR = "Han, M.F. and Ma, L. and Zhumakhanova, K. and Radionova, E. and Zhang, J.Y. and Chang, X.J. and Liang, X.D. and Laptev, I.",
TITLE = "RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied
Navigation",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "27586-27596",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175527"}
@inproceedings{bb179875,
AUTHOR = "Abraham, S.S. and Garg, S. and Dayoub, F.",
TITLE = "To Ask or Not to Ask? Detecting Absence of Information in Vision and
Language Navigation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7480-7489",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175528"}
@inproceedings{bb179876,
AUTHOR = "Yang, Z.J. and Shi, X.X. and Slyman, E. and Lee, S.",
TITLE = "Hijacking Vision-and-Language Navigation Agents with Adversarial
Environmental Attacks",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6094-6103",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175529"}
@inproceedings{bb179877,
AUTHOR = "Ma, Y.Z. and Cao, Y.L. and Sun, J.C. and Pavone, M. and Xiao, C.W.",
TITLE = "Dolphins: Multimodal Language Model for Driving",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLV: 403-420",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175530"}
@inproceedings{bb179878,
AUTHOR = "Lu, R.J. and Meng, J. and Zheng, W.S.",
TITLE = "PRET: Planning with Directed Fidelity Trajectory for Vision and
Language Navigation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVI: 72-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175531"}
@inproceedings{bb179879,
AUTHOR = "Qu, T.Y. and Tuytelaars, T. and Moens, M.F.",
TITLE = "Introducing Routing Functions to Vision-language Parameter-efficient
Fine-tuning with Low-rank Bottlenecks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVIII: 291-308",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175532"}
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AUTHOR = "Ding, P.X. and Zhao, H. and Zhang, W.J. and Song, W.X. and Zhang, M. and Huang, S. and Yang, N.X. and Wang, D.L.",
TITLE = "QUAR-VLA: Vision-language-action Model for Quadruped Robots",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "V: 352-367",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175533"}
@inproceedings{bb179881,
AUTHOR = "Doughty, H. and Thoker, F.M. and Snoek, C.G.M.",
TITLE = "Locomotion: Learning Motion-focused Video-language Representations",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "III: 3-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175534"}
@inproceedings{bb179882,
AUTHOR = "Rawal, N. and Bigazzi, R. and Baraldi, L. and Cucchiara, R.",
TITLE = "AIGeN: An Adversarial Approach for Instruction Generation in VLN",
BOOKTITLE = MULA24,
YEAR = "2024",
PAGES = "2070-2080",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175535"}
@inproceedings{bb179883,
AUTHOR = "Wang, L. and He, Z.T. and Dang, R.H. and Shen, M.J. and Liu, C.J. and Chen, Q.J.",
TITLE = "Vision-and-Language Navigation via Causal Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "13139-13150",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175536"}
@inproceedings{bb179884,
AUTHOR = "Wang, Z. and Xiang Yang, L. and Yang, J.H. and Liu, Y.Q. and Jun Jie, H. and Jiang, M. and Jiang, S.Q.",
TITLE = "Lookahead Exploration with Neural Radiance Representation for
Continuous Vision-Language Navigation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "13753-13762",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175537"}
@inproceedings{bb179885,
AUTHOR = "Liu, R. and Wang, W.G. and Yang, Y.",
TITLE = "Volumetric Environment Representation for Vision-Language Navigation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16317-16328",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175538"}
@inproceedings{bb179886,
AUTHOR = "Zhang, C. and Li, M. and Budvytis, I. and Liwicki, S.",
TITLE = "DiaLoc: An Iterative Approach to Embodied Dialog Localization",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12585-12593",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175539"}
@inproceedings{bb179887,
AUTHOR = "Hwang, M.Y. and Jeong, J.Y. and Kim, M.S. and Oh, Y. and Oh, S.H.",
TITLE = "Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation
Using Scene Object Spectrum Grounding",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "6683-6693",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175540"}
@inproceedings{bb179888,
AUTHOR = "Krantz, J. and Gervet, T. and Yadav, K. and Wang, A. and Paxton, C. and Mottaghi, R. and Batra, D. and Malik, J. and Lee, S. and Chaplot, D.S.",
TITLE = "Navigating to Objects Specified by Images",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "10882-10891",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175541"}
@inproceedings{bb179889,
AUTHOR = "Yang, X. and Li, Z.Z. and Xu, H.Y. and Zhang, H.W. and Ye, Q.H. and Li, C.L. and Yan, M. and Zhang, Y. and Huang, F. and Huang, S.F.",
TITLE = "Learning Trajectory-Word Alignments for Video-Language Tasks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2504-2514",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175542"}
@inproceedings{bb179890,
AUTHOR = "Lin, K. and Chen, P.H. and Huang, D. and Li, T.H. and Tan, M.K. and Gan, C.",
TITLE = "Learning Vision-and-Language Navigation from YouTube Videos",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "8283-8292",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175543"}
@inproceedings{bb179891,
AUTHOR = "Wang, Z. and Li, J. and Hong, Y.C. and Wang, Y. and Wu, Q. and Bansal, M. and Gould, S. and Tan, H. and Qiao, Y.",
TITLE = "Scaling Data Generation in Vision-and-Language Navigation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "11975-11986",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175544"}
@inproceedings{bb179892,
AUTHOR = "Cui, Y. and Xie, L. and Zhang, Y.K. and Zhang, M. and Yan, Y. and Yin, E.",
TITLE = "Grounded Entity-Landmark Adaptive Pre-training for
Vision-and-Language Navigation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "12009-12019",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175545"}
@inproceedings{bb179893,
AUTHOR = "Patel, D. and Eghbalzadeh, H. and Kamra, N. and Iuzzolino, M.L. and Jain, U. and Desai, R.",
TITLE = "Pretrained Language Models as Visual Planners for Human Assistance",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15256-15268",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175546"}
@inproceedings{bb179894,
AUTHOR = "Liu, S. and Zhang, H.S. and Qi, Y.K. and Wang, P. and Zhang, Y.N. and Wu, Q.",
TITLE = "AerialVLN: Vision-and-Language Navigation for UAVs",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15338-15348",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175547"}
@inproceedings{bb179895,
AUTHOR = "Wang, Z. and Li, X.Y. and Yang, J.H. and Liu, Y.Q. and Jiang, S.Q.",
TITLE = "GridMM: Grid Memory Map for Vision-and-Language Navigation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15579-15590",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175548"}
@inproceedings{bb179896,
AUTHOR = "Wang, H.Q. and Liang, W. and Van Gool, L.J. and Wang, W.G.",
TITLE = "Dreamwalker: Mental Planning for Continuous Vision-Language
Navigation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "10839-10849",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175549"}
@inproceedings{bb179897,
AUTHOR = "Qiao, Y.Y. and Yu, Z. and Wu, Q.",
TITLE = "VLN-PETL: Parameter-Efficient Transfer Learning for
Vision-and-Language Navigation",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "15397-15406",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175550"}
@inproceedings{bb179898,
AUTHOR = "Huo, J.Y. and Sun, Q. and Jiang, B. and Lin, H.T. and Fu, Y.W.",
TITLE = "GeoVLN: Learning Geometry-Enhanced Visual Representation with Slot
Attention for Vision-and-Language Navigation",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23212-23221",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175551"}
@inproceedings{bb179899,
AUTHOR = "Mu, Y. and Yao, S. and Ding, M.Y. and Luo, P. and Gan, C.",
TITLE = "EC2: Emergent Communication for Embodied Control",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "6704-6714",
BIBSOURCE = "http://www.visionbib.com/bibliography/active680vln2.html#TT175552"}
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