VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving

VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving. Hu, H., Zuo, J., Lou, Y., Cui, Y., Wang, J., Guan, N., Wang, J., Li, Y., & Xue, C. J. CoRR, 2025.

Paper doi bibtex

@article{DBLP:journals/corr/abs-2503-23046,
  author       = {Haibo Hu and
                  Jiacheng Zuo and
                  Yang Lou and
                  Yufei Cui and
                  Jianping Wang and
                  Nan Guan and
                  Jin Wang and
                  Yung{-}Hui Li and
                  Chun Jason Xue},
  title        = {{VLM-C4L:} Continual Core Dataset Learning with Corner Case Optimization
                  via Vision-Language Models for Autonomous Driving},
  journal      = {CoRR},
  volume       = {abs/2503.23046},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.23046},
  doi          = {10.48550/ARXIV.2503.23046},
  eprinttype    = {arXiv},
  eprint       = {2503.23046},
  timestamp    = {Tue, 22 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-23046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

Downloads: 0

{"_id":"NaXgoe7j6qKQgntvJ","bibbaseid":"hu-zuo-lou-cui-wang-guan-wang-li-etal-vlmc4lcontinualcoredatasetlearningwithcornercaseoptimizationviavisionlanguagemodelsforautonomousdriving-2025","author_short":["Hu, H.","Zuo, J.","Lou, Y.","Cui, Y.","Wang, J.","Guan, N.","Wang, J.","Li, Y.","Xue, C. J."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Haibo"],"propositions":[],"lastnames":["Hu"],"suffixes":[]},{"firstnames":["Jiacheng"],"propositions":[],"lastnames":["Zuo"],"suffixes":[]},{"firstnames":["Yang"],"propositions":[],"lastnames":["Lou"],"suffixes":[]},{"firstnames":["Yufei"],"propositions":[],"lastnames":["Cui"],"suffixes":[]},{"firstnames":["Jianping"],"propositions":[],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["Nan"],"propositions":[],"lastnames":["Guan"],"suffixes":[]},{"firstnames":["Jin"],"propositions":[],"lastnames":["Wang"],"suffixes":[]},{"firstnames":["Yung-Hui"],"propositions":[],"lastnames":["Li"],"suffixes":[]},{"firstnames":["Chun","Jason"],"propositions":[],"lastnames":["Xue"],"suffixes":[]}],"title":"VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving","journal":"CoRR","volume":"abs/2503.23046","year":"2025","url":"https://doi.org/10.48550/arXiv.2503.23046","doi":"10.48550/ARXIV.2503.23046","eprinttype":"arXiv","eprint":"2503.23046","timestamp":"Tue, 22 Apr 2025 01:00:00 +0200","biburl":"https://dblp.org/rec/journals/corr/abs-2503-23046.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-2503-23046,\n author = {Haibo Hu and\n Jiacheng Zuo and\n Yang Lou and\n Yufei Cui and\n Jianping Wang and\n Nan Guan and\n Jin Wang and\n Yung{-}Hui Li and\n Chun Jason Xue},\n title = {{VLM-C4L:} Continual Core Dataset Learning with Corner Case Optimization\n via Vision-Language Models for Autonomous Driving},\n journal = {CoRR},\n volume = {abs/2503.23046},\n year = {2025},\n url = {https://doi.org/10.48550/arXiv.2503.23046},\n doi = {10.48550/ARXIV.2503.23046},\n eprinttype = {arXiv},\n eprint = {2503.23046},\n timestamp = {Tue, 22 Apr 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2503-23046.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Hu, H.","Zuo, J.","Lou, Y.","Cui, Y.","Wang, J.","Guan, N.","Wang, J.","Li, Y.","Xue, C. J."],"key":"DBLP:journals/corr/abs-2503-23046","id":"DBLP:journals/corr/abs-2503-23046","bibbaseid":"hu-zuo-lou-cui-wang-guan-wang-li-etal-vlmc4lcontinualcoredatasetlearningwithcornercaseoptimizationviavisionlanguagemodelsforautonomousdriving-2025","role":"author","urls":{"paper":"https://doi.org/10.48550/arXiv.2503.23046"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://dblp.org/pid/x/ChunJasonXue.bib","dataSources":["Zmgr4hiaLbNyiBeRm"],"keywords":[],"search_terms":["vlm","c4l","continual","core","dataset","learning","corner","case","optimization","via","vision","language","models","autonomous","driving","hu","zuo","lou","cui","wang","guan","wang","li","xue"],"title":"VLM-C4L: Continual Core Dataset Learning with Corner Case Optimization via Vision-Language Models for Autonomous Driving","year":2025}