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BibTeX records: Li-Jia Li

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

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@article{DBLP:journals/npjdm/AbbasianKAOATSYWLGLJR24,
  author       = {Mahyar Abbasian and
                  Elahe Khatibi and
                  Iman Azimi and
                  David Oniani and
                  Zahra Shakeri Hossein Abad and
                  Alexander Thieme and
                  Ram Sriram and
                  Zhongqi Yang and
                  Yanshan Wang and
                  Bryant Lin and
                  Olivier Gevaert and
                  Li{-}Jia Li and
                  Ramesh C. Jain and
                  Amir M. Rahmani},
  title        = {Foundation metrics for evaluating effectiveness of healthcare conversations
                  powered by generative {AI}},
  journal      = {npj Digit. Medicine},
  volume       = {7},
  number       = {1},
  year         = {2024},
  url          = {https://doi.org/10.1038/s41746-024-01074-z},
  doi          = {10.1038/S41746-024-01074-Z},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npjdm/AbbasianKAOATSYWLGLJR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mia/OstmeierAIBMCLASVMLZH23,
  author       = {Sophie Ostmeier and
                  Brian Axelrod and
                  Fabian Isensee and
                  Jeroen Bertels and
                  Michael Mlynash and
                  Soren Christensen and
                  Maarten G. Lansberg and
                  Gregory W. Albers and
                  Rajen Sheth and
                  Benjamin F. J. Verhaaren and
                  Abdelkader Mahammedi and
                  Li{-}Jia Li and
                  Greg Zaharchuk and
                  Jeremy J. Heit},
  title        = {USE-Evaluator: Performance metrics for medical image segmentation
                  models supervised by uncertain, small or empty reference annotations
                  in neuroimaging},
  journal      = {Medical Image Anal.},
  volume       = {90},
  pages        = {102927},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.media.2023.102927},
  doi          = {10.1016/J.MEDIA.2023.102927},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/OstmeierAIBMCLASVMLZH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2309-12444,
  author       = {Mahyar Abbasian and
                  Elahe Khatibi and
                  Iman Azimi and
                  David Oniani and
                  Zahra Shakeri Hossein Abad and
                  Alexander Thieme and
                  Zhongqi Yang and
                  Yanshan Wang and
                  Bryant Lin and
                  Olivier Gevaert and
                  Li{-}Jia Li and
                  Ramesh C. Jain and
                  Amir M. Rahmani},
  title        = {Foundation Metrics: Quantifying Effectiveness of Healthcare Conversations
                  powered by Generative {AI}},
  journal      = {CoRR},
  volume       = {abs/2309.12444},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.12444},
  doi          = {10.48550/ARXIV.2309.12444},
  eprinttype    = {arXiv},
  eprint       = {2309.12444},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-12444.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2207-13339,
  author       = {Zhanpeng Feng and
                  Shiliang Zhang and
                  Rinyoichi Takezoe and
                  Wenze Hu and
                  Manmohan Chandraker and
                  Li{-}Jia Li and
                  Vijay K. Narayanan and
                  Xiaoyu Wang},
  title        = {ALBench: {A} Framework for Evaluating Active Learning in Object Detection},
  journal      = {CoRR},
  volume       = {abs/2207.13339},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.13339},
  doi          = {10.48550/ARXIV.2207.13339},
  eprinttype    = {arXiv},
  eprint       = {2207.13339},
  timestamp    = {Wed, 25 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-13339.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2209-13008,
  author       = {Sophie Ostmeier and
                  Brian Axelrod and
                  Jeroen Bertels and
                  Fabian Isensee and
                  Maarten G. Lansberg and
                  Soren Christensen and
                  Gregory W. Albers and
                  Li{-}Jia Li and
                  Jeremy J. Heit},
  title        = {Evaluation of Medical Image Segmentation Models for Uncertain, Small
                  or Empty Reference Annotations},
  journal      = {CoRR},
  volume       = {abs/2209.13008},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.13008},
  doi          = {10.48550/ARXIV.2209.13008},
  eprinttype    = {arXiv},
  eprint       = {2209.13008},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-13008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-15341,
  author       = {Sophie Ostmeier and
                  Jeremy J. Heit and
                  Brian Axelrod and
                  Li{-}Jia Li and
                  Greg Zaharchuk and
                  Benjamin F. J. Verhaaren and
                  Abdelkader Mahammedi and
                  Soren Christensen and
                  Maarten G. Lansberg},
  title        = {Non-inferiority of Deep Learning Model to Segment Acute Stroke on
                  Non-contrast {CT} Compared to Neuroradiologists},
  journal      = {CoRR},
  volume       = {abs/2211.15341},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.15341},
  doi          = {10.48550/ARXIV.2211.15341},
  eprinttype    = {arXiv},
  eprint       = {2211.15341},
  timestamp    = {Wed, 30 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-15341.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2111-10046,
  author       = {Phoenix X. Huang and
                  Wenze Hu and
                  William Brendel and
                  Manmohan Chandraker and
                  Li{-}Jia Li and
                  Xiaoyu Wang},
  title        = {{YMIR:} {A} Rapid Data-centric Development Platform for Vision Applications},
  journal      = {CoRR},
  volume       = {abs/2111.10046},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.10046},
  eprinttype    = {arXiv},
  eprint       = {2111.10046},
  timestamp    = {Tue, 06 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-10046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pami/LiangJCKLH19,
  author       = {Junwei Liang and
                  Lu Jiang and
                  Liangliang Cao and
                  Yannis Kalantidis and
                  Li{-}Jia Li and
                  Alexander G. Hauptmann},
  title        = {Focal Visual-Text Attention for Memex Question Answering},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {41},
  number       = {8},
  pages        = {1893--1908},
  year         = {2019},
  url          = {https://doi.org/10.1109/TPAMI.2018.2890628},
  doi          = {10.1109/TPAMI.2018.2890628},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiangJCKLH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/Vo0S0L0H19,
  author       = {Nam Vo and
                  Lu Jiang and
                  Chen Sun and
                  Kevin Murphy and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  James Hays},
  title        = {Composing Text and Image for Image Retrieval - an Empirical Odyssey},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {6439--6448},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Vo\_Composing\_Text\_and\_Image\_for\_Image\_Retrieval\_-\_an\_Empirical\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00660},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/Vo0S0L0H19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/LiuMDPL19,
  author       = {Lanlan Liu and
                  Michael Muelly and
                  Jia Deng and
                  Tomas Pfister and
                  Li{-}Jia Li},
  title        = {Generative Modeling for Small-Data Object Detection},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {6072--6080},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00617},
  doi          = {10.1109/ICCV.2019.00617},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/LiuMDPL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/GaoWDLN19,
  author       = {Jiyang Gao and
                  Jiang Wang and
                  Shengyang Dai and
                  Li{-}Jia Li and
                  Ram Nevatia},
  title        = {{NOTE-RCNN:} NOise Tolerant Ensemble {RCNN} for Semi-Supervised Object
                  Detection},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {9507--9516},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00960},
  doi          = {10.1109/ICCV.2019.00960},
  timestamp    = {Tue, 13 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/GaoWDLN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangJYLLF19,
  author       = {Yunbo Wang and
                  Lu Jiang and
                  Ming{-}Hsuan Yang and
                  Li{-}Jia Li and
                  Mingsheng Long and
                  Li Fei{-}Fei},
  title        = {Eidetic 3D {LSTM:} {A} Model for Video Prediction and Beyond},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=B1lKS2AqtX},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/WangJYLLF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:books/sp/19/LiWHXWL019,
  author       = {Zhe Li and
                  Chong Wang and
                  Mei Han and
                  Yuan Xue and
                  Wei Wei and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  editor       = {Le Lu and
                  Xiaosong Wang and
                  Gustavo Carneiro and
                  Lin Yang},
  title        = {Thoracic Disease Identification and Localization with Limited Supervision},
  booktitle    = {Deep Learning and Convolutional Neural Networks for Medical Imaging
                  and Clinical Informatics},
  series       = {Advances in Computer Vision and Pattern Recognition},
  pages        = {139--161},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-13969-8\_7},
  doi          = {10.1007/978-3-030-13969-8\_7},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/19/LiWHXWL019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1908-04339,
  author       = {Alejandro Newell and
                  Lu Jiang and
                  Chong Wang and
                  Li{-}Jia Li and
                  Jia Deng},
  title        = {Feature Partitioning for Efficient Multi-Task Architectures},
  journal      = {CoRR},
  volume       = {abs/1908.04339},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.04339},
  eprinttype    = {arXiv},
  eprint       = {1908.04339},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-04339.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1910-07169,
  author       = {Lanlan Liu and
                  Michael Muelly and
                  Jia Deng and
                  Tomas Pfister and
                  Li{-}Jia Li},
  title        = {Generative Modeling for Small-Data Object Detection},
  journal      = {CoRR},
  volume       = {abs/1910.07169},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.07169},
  eprinttype    = {arXiv},
  eprint       = {1910.07169},
  timestamp    = {Mon, 01 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-07169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/Liang0CLH18,
  author       = {Junwei Liang and
                  Lu Jiang and
                  Liangliang Cao and
                  Li{-}Jia Li and
                  Alexander G. Hauptmann},
  title        = {Focal Visual-Text Attention for Visual Question Answering},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {6135--6143},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Liang\_Focal\_Visual-Text\_Attention\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00642},
  timestamp    = {Sat, 21 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/Liang0CLH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/ChenLFG18,
  author       = {Xinlei Chen and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  Abhinav Gupta},
  title        = {Iterative Visual Reasoning Beyond Convolutions},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {7239--7248},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Chen\_Iterative\_Visual\_Reasoning\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00756},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ChenLFG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/Li0HXWLF18,
  author       = {Zhe Li and
                  Chong Wang and
                  Mei Han and
                  Yuan Xue and
                  Wei Wei and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {Thoracic Disease Identification and Localization With Limited Supervision},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {8290--8299},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Li\_Thoracic\_Disease\_Identification\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00865},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/Li0HXWLF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eccv/LiuZNSHLFYHM18,
  author       = {Chenxi Liu and
                  Barret Zoph and
                  Maxim Neumann and
                  Jonathon Shlens and
                  Wei Hua and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  Alan L. Yuille and
                  Jonathan Huang and
                  Kevin Murphy},
  editor       = {Vittorio Ferrari and
                  Martial Hebert and
                  Cristian Sminchisescu and
                  Yair Weiss},
  title        = {Progressive Neural Architecture Search},
  booktitle    = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
                  Germany, September 8-14, 2018, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11205},
  pages        = {19--35},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01246-5\_2},
  doi          = {10.1007/978-3-030-01246-5\_2},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/LiuZNSHLFYHM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eccv/HeLLWLH18,
  author       = {Yihui He and
                  Ji Lin and
                  Zhijian Liu and
                  Hanrui Wang and
                  Li{-}Jia Li and
                  Song Han},
  editor       = {Vittorio Ferrari and
                  Martial Hebert and
                  Cristian Sminchisescu and
                  Yair Weiss},
  title        = {{AMC:} AutoML for Model Compression and Acceleration on Mobile Devices},
  booktitle    = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
                  Germany, September 8-14, 2018, Proceedings, Part {VII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11211},
  pages        = {815--832},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01234-2\_48},
  doi          = {10.1007/978-3-030-01234-2\_48},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/HeLLWLH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/JiangZLLF18,
  author       = {Lu Jiang and
                  Zhengyuan Zhou and
                  Thomas Leung and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks
                  on Corrupted Labels},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {2309--2318},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/jiang18c.html},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/JiangZLLF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/ZhouMBGYLF18,
  author       = {Zhengyuan Zhou and
                  Panayotis Mertikopoulos and
                  Nicholas Bambos and
                  Peter W. Glynn and
                  Yinyu Ye and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {Distributed Asynchronous Optimization with Unbounded Delays: How Slow
                  Can You Go?},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {5965--5974},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/zhou18b.html},
  timestamp    = {Sun, 18 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ZhouMBGYLF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1803-03735,
  author       = {Kiran Koshy Thekumparampil and
                  Chong Wang and
                  Sewoong Oh and
                  Li{-}Jia Li},
  title        = {Attention-based Graph Neural Network for Semi-supervised Learning},
  journal      = {CoRR},
  volume       = {abs/1803.03735},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.03735},
  eprinttype    = {arXiv},
  eprint       = {1803.03735},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-03735.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1803-11189,
  author       = {Xinlei Chen and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  Abhinav Gupta},
  title        = {Iterative Visual Reasoning Beyond Convolutions},
  journal      = {CoRR},
  volume       = {abs/1803.11189},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.11189},
  eprinttype    = {arXiv},
  eprint       = {1803.11189},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-11189.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1806-01873,
  author       = {Junwei Liang and
                  Lu Jiang and
                  Liangliang Cao and
                  Li{-}Jia Li and
                  Alexander G. Hauptmann},
  title        = {Focal Visual-Text Attention for Visual Question Answering},
  journal      = {CoRR},
  volume       = {abs/1806.01873},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.01873},
  eprinttype    = {arXiv},
  eprint       = {1806.01873},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-01873.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1812-00124,
  author       = {Jiyang Gao and
                  Jiang Wang and
                  Shengyang Dai and
                  Li{-}Jia Li and
                  Ram Nevatia},
  title        = {{NOTE-RCNN:} NOise Tolerant Ensemble {RCNN} for Semi-Supervised Object
                  Detection},
  journal      = {CoRR},
  volume       = {abs/1812.00124},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.00124},
  eprinttype    = {arXiv},
  eprint       = {1812.00124},
  timestamp    = {Thu, 01 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-00124.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1812-00169,
  author       = {David Xue and
                  Anin Sayana and
                  Evan Darke and
                  Kelly Shen and
                  Jun{-}Ting Hsieh and
                  Zelun Luo and
                  Li{-}Jia Li and
                  N. Lance Downing and
                  Arnold Milstein and
                  Li Fei{-}Fei},
  title        = {Vision-Based Gait Analysis for Senior Care},
  journal      = {CoRR},
  volume       = {abs/1812.00169},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.00169},
  eprinttype    = {arXiv},
  eprint       = {1812.00169},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-00169.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1812-07119,
  author       = {Nam Vo and
                  Lu Jiang and
                  Chen Sun and
                  Kevin Murphy and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  James Hays},
  title        = {Composing Text and Image for Image Retrieval - An Empirical Odyssey},
  journal      = {CoRR},
  volume       = {abs/1812.07119},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.07119},
  eprinttype    = {arXiv},
  eprint       = {1812.07119},
  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-07119.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijcv/KrishnaZGJHKCKL17,
  author       = {Ranjay Krishna and
                  Yuke Zhu and
                  Oliver Groth and
                  Justin Johnson and
                  Kenji Hata and
                  Joshua Kravitz and
                  Stephanie Chen and
                  Yannis Kalantidis and
                  Li{-}Jia Li and
                  David A. Shamma and
                  Michael S. Bernstein and
                  Li Fei{-}Fei},
  title        = {Visual Genome: Connecting Language and Vision Using Crowdsourced Dense
                  Image Annotations},
  journal      = {Int. J. Comput. Vis.},
  volume       = {123},
  number       = {1},
  pages        = {32--73},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11263-016-0981-7},
  doi          = {10.1007/S11263-016-0981-7},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcv/KrishnaZGJHKCKL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/RenWZLL17,
  author       = {Zhou Ren and
                  Xiaoyu Wang and
                  Ning Zhang and
                  Xutao Lv and
                  Li{-}Jia Li},
  title        = {Deep Reinforcement Learning-Based Image Captioning with Embedding
                  Reward},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {1151--1159},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.128},
  doi          = {10.1109/CVPR.2017.128},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/RenWZLL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/YangTYL17,
  author       = {Linjie Yang and
                  Kevin D. Tang and
                  Jianchao Yang and
                  Li{-}Jia Li},
  title        = {Dense Captioning with Joint Inference and Visual Context},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {1978--1987},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.214},
  doi          = {10.1109/CVPR.2017.214},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangTYL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/LiYSCLL17,
  author       = {Yuncheng Li and
                  Jianchao Yang and
                  Yale Song and
                  Liangliang Cao and
                  Jiebo Luo and
                  Li{-}Jia Li},
  title        = {Learning from Noisy Labels with Distillation},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
                  Italy, October 22-29, 2017},
  pages        = {1928--1936},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCV.2017.211},
  doi          = {10.1109/ICCV.2017.211},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LiYSCLL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/interspeech/GuoXLA17,
  author       = {Jinxi Guo and
                  Ning Xu and
                  Li{-}Jia Li and
                  Abeer Alwan},
  editor       = {Francisco Lacerda},
  title        = {Attention Based CLDNNs for Short-Duration Acoustic Scene Classification},
  booktitle    = {18th Annual Conference of the International Speech Communication Association,
                  Interspeech 2017, Stockholm, Sweden, August 20-24, 2017},
  pages        = {469--473},
  publisher    = {{ISCA}},
  year         = {2017},
  url          = {https://doi.org/10.21437/Interspeech.2017-440},
  doi          = {10.21437/INTERSPEECH.2017-440},
  timestamp    = {Tue, 11 Jun 2024 16:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/interspeech/GuoXLA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/www/YangZLJ17,
  author       = {Carl Yang and
                  Lin Zhong and
                  Li{-}Jia Li and
                  Luo Jie},
  editor       = {Rick Barrett and
                  Rick Cummings and
                  Eugene Agichtein and
                  Evgeniy Gabrilovich},
  title        = {Bi-directional Joint Inference for User Links and Attributes on Large
                  Social Graphs},
  booktitle    = {Proceedings of the 26th International Conference on World Wide Web
                  Companion, Perth, Australia, April 3-7, 2017},
  pages        = {564--573},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3041021.3054181},
  doi          = {10.1145/3041021.3054181},
  timestamp    = {Thu, 15 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/YangZLJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/mm/2017,
  editor       = {Qiong Liu and
                  Rainer Lienhart and
                  Haohong Wang and
                  Sheng{-}Wei "Kuan{-}Ta" Chen and
                  Susanne Boll and
                  Yi{-}Ping Phoebe Chen and
                  Gerald Friedland and
                  Jia Li and
                  Shuicheng Yan},
  title        = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
                  Mountain View, CA, USA, October 23-27, 2017},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {http://dl.acm.org/citation.cfm?id=3123266},
  isbn         = {978-1-4503-4906-2},
  timestamp    = {Tue, 30 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/RenWZLL17,
  author       = {Zhou Ren and
                  Xiaoyu Wang and
                  Ning Zhang and
                  Xutao Lv and
                  Li{-}Jia Li},
  title        = {Deep Reinforcement Learning-based Image Captioning with Embedding
                  Reward},
  journal      = {CoRR},
  volume       = {abs/1704.03899},
  year         = {2017},
  url          = {http://arxiv.org/abs/1704.03899},
  eprinttype    = {arXiv},
  eprint       = {1704.03899},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/RenWZLL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1711-06373,
  author       = {Zhe Li and
                  Chong Wang and
                  Mei Han and
                  Yuan Xue and
                  Wei Wei and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {Thoracic Disease Identification and Localization with Limited Supervision},
  journal      = {CoRR},
  volume       = {abs/1711.06373},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.06373},
  eprinttype    = {arXiv},
  eprint       = {1711.06373},
  timestamp    = {Wed, 03 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-06373.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-00559,
  author       = {Chenxi Liu and
                  Barret Zoph and
                  Jonathon Shlens and
                  Wei Hua and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  Alan L. Yuille and
                  Jonathan Huang and
                  Kevin Murphy},
  title        = {Progressive Neural Architecture Search},
  journal      = {CoRR},
  volume       = {abs/1712.00559},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.00559},
  eprinttype    = {arXiv},
  eprint       = {1712.00559},
  timestamp    = {Mon, 15 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-00559.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-05055,
  author       = {Lu Jiang and
                  Zhengyuan Zhou and
                  Thomas Leung and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {MentorNet: Regularizing Very Deep Neural Networks on Corrupted Labels},
  journal      = {CoRR},
  volume       = {abs/1712.05055},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.05055},
  eprinttype    = {arXiv},
  eprint       = {1712.05055},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-05055.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/cacm/ThomeeSFENPBL16,
  author       = {Bart Thomee and
                  David A. Shamma and
                  Gerald Friedland and
                  Benjamin Elizalde and
                  Karl Ni and
                  Douglas Poland and
                  Damian Borth and
                  Li{-}Jia Li},
  title        = {{YFCC100M:} the new data in multimedia research},
  journal      = {Commun. {ACM}},
  volume       = {59},
  number       = {2},
  pages        = {64--73},
  year         = {2016},
  url          = {https://doi.org/10.1145/2812802},
  doi          = {10.1145/2812802},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cacm/ThomeeSFENPBL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bmvc/MoghimiBSYVL16,
  author       = {Mohammad Moghimi and
                  Serge J. Belongie and
                  Mohammad J. Saberian and
                  Jian Yang and
                  Nuno Vasconcelos and
                  Li{-}Jia Li},
  editor       = {Richard C. Wilson and
                  Edwin R. Hancock and
                  William A. P. Smith},
  title        = {Boosted Convolutional Neural Networks},
  booktitle    = {Proceedings of the British Machine Vision Conference 2016, {BMVC}
                  2016, York, UK, September 19-22, 2016},
  publisher    = {{BMVA} Press},
  year         = {2016},
  url          = {https://bmva-archive.org.uk/bmvc/2016/papers/paper024/index.html},
  timestamp    = {Fri, 20 Sep 2024 10:02:52 +0200},
  biburl       = {https://dblp.org/rec/conf/bmvc/MoghimiBSYVL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cscw/ShammaKLTJY16,
  author       = {David A. Shamma and
                  Lyndon Kennedy and
                  Li{-}Jia Li and
                  Bart Thomee and
                  Haojian Jin and
                  Jeff Yuan},
  editor       = {Darren Gergle and
                  Meredith Ringel Morris and
                  Pernille Bj{\o}rn and
                  Joseph A. Konstan},
  title        = {Finding Weather Photos: Community-Supervised Methods for Editorial
                  Curation of Online Sources},
  booktitle    = {Proceedings of the 19th {ACM} Conference on Computer-Supported Cooperative
                  Work {\&} Social Computing, {CSCW} 2016, San Francisco, CA, USA,
                  February 27 - March 2, 2016},
  pages        = {86--96},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2818048.2819989},
  doi          = {10.1145/2818048.2819989},
  timestamp    = {Wed, 24 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cscw/ShammaKLTJY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/acvpr/LiJTSCW16,
  author       = {Li{-}Jia Li and
                  Rahul Kumar Jha and
                  Bart Thomee and
                  David Ayman Shamma and
                  Liangliang Cao and
                  Yang Wang},
  editor       = {Le Lu and
                  Yefeng Zheng and
                  Gustavo Carneiro and
                  Lin Yang},
  title        = {Where the Photos Were Taken: Location Prediction by Learning from
                  Flickr Photos},
  booktitle    = {Deep Learning and Convolutional Neural Networks for Medical Image
                  Computing - Precision Medicine, High Performance and Large-Scale Datasets},
  series       = {Advances in Computer Vision and Pattern Recognition},
  pages        = {41--58},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-25781-5\_3},
  doi          = {10.1007/978-3-319-25781-5\_3},
  timestamp    = {Tue, 18 Apr 2023 21:52:50 +0200},
  biburl       = {https://dblp.org/rec/series/acvpr/LiJTSCW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KrishnaZGJHKCKL16,
  author       = {Ranjay Krishna and
                  Yuke Zhu and
                  Oliver Groth and
                  Justin Johnson and
                  Kenji Hata and
                  Joshua Kravitz and
                  Stephanie Chen and
                  Yannis Kalantidis and
                  Li{-}Jia Li and
                  David A. Shamma and
                  Michael S. Bernstein and
                  Li Fei{-}Fei},
  title        = {Visual Genome: Connecting Language and Vision Using Crowdsourced Dense
                  Image Annotations},
  journal      = {CoRR},
  volume       = {abs/1602.07332},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.07332},
  eprinttype    = {arXiv},
  eprint       = {1602.07332},
  timestamp    = {Wed, 15 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KrishnaZGJHKCKL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/YangTYL16,
  author       = {Linjie Yang and
                  Kevin D. Tang and
                  Jianchao Yang and
                  Li{-}Jia Li},
  title        = {Dense Captioning with Joint Inference and Visual Context},
  journal      = {CoRR},
  volume       = {abs/1611.06949},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.06949},
  eprinttype    = {arXiv},
  eprint       = {1611.06949},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/YangTYL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tomccap/LiSKJZW15,
  author       = {Li{-}Jia Li and
                  David A. Shamma and
                  Xiangnan Kong and
                  Sina Jafarpour and
                  Roelof van Zwol and
                  Xuanhui Wang},
  title        = {CelebrityNet: {A} Social Network Constructed from Large-Scale Online
                  Celebrity Images},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {12},
  number       = {1},
  pages        = {3:1--3:22},
  year         = {2015},
  url          = {https://doi.org/10.1145/2801125},
  doi          = {10.1145/2801125},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tomccap/LiSKJZW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/RussakovskyLL15,
  author       = {Olga Russakovsky and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {Best of both worlds: Human-machine collaboration for object annotation},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {2121--2131},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPR.2015.7298824},
  doi          = {10.1109/CVPR.2015.7298824},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/RussakovskyLL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/JohnsonKSLSBL15,
  author       = {Justin Johnson and
                  Ranjay Krishna and
                  Michael Stark and
                  Li{-}Jia Li and
                  David A. Shamma and
                  Michael S. Bernstein and
                  Li Fei{-}Fei},
  title        = {Image retrieval using scene graphs},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {3668--3678},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPR.2015.7298990},
  doi          = {10.1109/CVPR.2015.7298990},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/JohnsonKSLSBL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mir/FarfadeSL15,
  author       = {Sachin Sudhakar Farfade and
                  Mohammad J. Saberian and
                  Li{-}Jia Li},
  editor       = {Alexander G. Hauptmann and
                  Chong{-}Wah Ngo and
                  Xiangyang Xue and
                  Yu{-}Gang Jiang and
                  Cees Snoek and
                  Nuno Vasconcelos},
  title        = {Multi-view Face Detection Using Deep Convolutional Neural Networks},
  booktitle    = {Proceedings of the 5th {ACM} on International Conference on Multimedia
                  Retrieval, Shanghai, China, June 23-26, 2015},
  pages        = {643--650},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2671188.2749408},
  doi          = {10.1145/2671188.2749408},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mir/FarfadeSL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mm/ChangCDKLS15,
  author       = {Shih{-}Fu Chang and
                  Matthew Cooper and
                  Denver Dash and
                  Funda Kivran{-}Swaine and
                  Jia Li and
                  David A. Shamma},
  editor       = {Xiaofang Zhou and
                  Alan F. Smeaton and
                  Qi Tian and
                  Dick C. A. Bulterman and
                  Heng Tao Shen and
                  Ketan Mayer{-}Patel and
                  Shuicheng Yan},
  title        = {Opportunities and Challenges of Industry-Academic Collaborations in
                  Multimedia Research},
  booktitle    = {Proceedings of the 23rd Annual {ACM} Conference on Multimedia Conference,
                  {MM} '15, Brisbane, Australia, October 26 - 30, 2015},
  pages        = {45},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2733373.2806281},
  doi          = {10.1145/2733373.2806281},
  timestamp    = {Thu, 25 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/ChangCDKLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/FarfadeSL15,
  author       = {Sachin Sudhakar Farfade and
                  Mohammad J. Saberian and
                  Li{-}Jia Li},
  title        = {Multi-view Face Detection Using Deep Convolutional Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1502.02766},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.02766},
  eprinttype    = {arXiv},
  eprint       = {1502.02766},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/FarfadeSL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ThomeeSFENPBL15,
  author       = {Bart Thomee and
                  David A. Shamma and
                  Gerald Friedland and
                  Benjamin Elizalde and
                  Karl Ni and
                  Douglas Poland and
                  Damian Borth and
                  Li{-}Jia Li},
  title        = {The New Data and New Challenges in Multimedia Research},
  journal      = {CoRR},
  volume       = {abs/1503.01817},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.01817},
  eprinttype    = {arXiv},
  eprint       = {1503.01817},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ThomeeSFENPBL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijcv/LiSLL14,
  author       = {Li{-}Jia Li and
                  Hao Su and
                  Yongwhan Lim and
                  Li Fei{-}Fei},
  title        = {Object Bank: An Object-Level Image Representation for High-Level Visual
                  Recognition},
  journal      = {Int. J. Comput. Vis.},
  volume       = {107},
  number       = {1},
  pages        = {20--39},
  year         = {2014},
  url          = {https://doi.org/10.1007/s11263-013-0660-x},
  doi          = {10.1007/S11263-013-0660-X},
  timestamp    = {Tue, 10 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcv/LiSLL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/TangJLF14,
  author       = {Kevin D. Tang and
                  Armand Joulin and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {Co-localization in Real-World Images},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {1464--1471},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.190},
  doi          = {10.1109/CVPR.2014.190},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/TangJLF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icip/HsiaoL14,
  author       = {Jen{-}Hao Hsiao and
                  Li{-}Jia Li},
  title        = {On visual similarity based interactive product recommendation for
                  online shopping},
  booktitle    = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
                  Paris, France, October 27-30, 2014},
  pages        = {3038--3041},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICIP.2014.7025614},
  doi          = {10.1109/ICIP.2014.7025614},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/HsiaoL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icpr/KrauseGDLF14,
  author       = {Jonathan Krause and
                  Timnit Gebru and
                  Jia Deng and
                  Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {Learning Features and Parts for Fine-Grained Recognition},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {26--33},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.15},
  doi          = {10.1109/ICPR.2014.15},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/KrauseGDLF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mmm/LiKY14,
  author       = {Li{-}Jia Li and
                  Xiangnan Kong and
                  Philip S. Yu},
  editor       = {Cathal Gurrin and
                  Frank Hopfgartner and
                  Wolfgang H{\"{u}}rst and
                  H{\aa}vard D. Johansen and
                  Hyowon Lee and
                  Noel E. O'Connor},
  title        = {Visual Recognition by Exploiting Latent Social Links in Image Collections},
  booktitle    = {MultiMedia Modeling - 20th Anniversary International Conference, {MMM}
                  2014, Dublin, Ireland, January 6-10, 2014, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8325},
  pages        = {121--132},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-04114-8\_11},
  doi          = {10.1007/978-3-319-04114-8\_11},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mmm/LiKY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sdm/KongWLZYWF14,
  author       = {Xiangnan Kong and
                  Zhaoming Wu and
                  Li{-}Jia Li and
                  Ruofei Zhang and
                  Philip S. Yu and
                  Hang Wu and
                  Wei Fan},
  editor       = {Mohammed Javeed Zaki and
                  Zoran Obradovic and
                  Pang{-}Ning Tan and
                  Arindam Banerjee and
                  Chandrika Kamath and
                  Srinivasan Parthasarathy},
  title        = {Large-Scale Multi-Label Learning with Incomplete Label Assignments},
  booktitle    = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
                  Philadelphia, Pennsylvania, USA, April 24-26, 2014},
  pages        = {920--928},
  publisher    = {{SIAM}},
  year         = {2014},
  url          = {https://doi.org/10.1137/1.9781611973440.105},
  doi          = {10.1137/1.9781611973440.105},
  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/KongWLZYWF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/wacv/AlbaradeiWCL14,
  author       = {Somayah Albaradei and
                  Yang Wang and
                  Liangliang Cao and
                  Li{-}Jia Li},
  title        = {Learning mid-level features from object hierarchy for image classification},
  booktitle    = {{IEEE} Winter Conference on Applications of Computer Vision, Steamboat
                  Springs, CO, USA, March 24-26, 2014},
  pages        = {235--240},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/WACV.2014.6836095},
  doi          = {10.1109/WACV.2014.6836095},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wacv/AlbaradeiWCL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KongWLZYWF14,
  author       = {Xiangnan Kong and
                  Zhaoming Wu and
                  Li{-}Jia Li and
                  Ruofei Zhang and
                  Philip S. Yu and
                  Hang Wu and
                  Wei Fan},
  title        = {Large-Scale Multi-Label Learning with Incomplete Label Assignments},
  journal      = {CoRR},
  volume       = {abs/1407.1538},
  year         = {2014},
  url          = {http://arxiv.org/abs/1407.1538},
  eprinttype    = {arXiv},
  eprint       = {1407.1538},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KongWLZYWF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/XuCLL14,
  author       = {Can Xu and
                  Suleyman Cetintas and
                  Kuang{-}Chih Lee and
                  Li{-}Jia Li},
  title        = {Visual Sentiment Prediction with Deep Convolutional Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1411.5731},
  year         = {2014},
  url          = {http://arxiv.org/abs/1411.5731},
  eprinttype    = {arXiv},
  eprint       = {1411.5731},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuCLL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mir/KalantidisKL13,
  author       = {Yannis Kalantidis and
                  Lyndon Kennedy and
                  Li{-}Jia Li},
  editor       = {Ramesh C. Jain and
                  Balakrishnan Prabhakaran and
                  Marcel Worring and
                  John R. Smith and
                  Tat{-}Seng Chua},
  title        = {Getting the look: clothing recognition and segmentation for automatic
                  product suggestions in everyday photos},
  booktitle    = {International Conference on Multimedia Retrieval, ICMR'13, Dallas,
                  TX, USA, April 16-19, 2013},
  pages        = {105--112},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2461466.2461485},
  doi          = {10.1145/2461466.2461485},
  timestamp    = {Mon, 22 Apr 2024 21:24:20 +0200},
  biburl       = {https://dblp.org/rec/conf/mir/KalantidisKL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/accv/LiZSXL12,
  author       = {Li{-}Jia Li and
                  Jun Zhu and
                  Hao Su and
                  Eric P. Xing and
                  Li Fei{-}Fei},
  editor       = {Kyoung Mu Lee and
                  Yasuyuki Matsushita and
                  James M. Rehg and
                  Zhanyi Hu},
  title        = {Multi-Level Structured Image Coding on High-Dimensional Image Representation},
  booktitle    = {Computer Vision - {ACCV} 2012, 11th Asian Conference on Computer Vision,
                  Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7725},
  pages        = {147--161},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-37444-9\_12},
  doi          = {10.1007/978-3-642-37444-9\_12},
  timestamp    = {Tue, 10 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/accv/LiZSXL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/accv/JafarpourLZ12,
  author       = {Sina Jafarpour and
                  Li{-}Jia Li and
                  Roelof van Zwol},
  editor       = {Kyoung Mu Lee and
                  Yasuyuki Matsushita and
                  James M. Rehg and
                  Zhanyi Hu},
  title        = {Digital Paparazzi: Spotting Celebrities in Professional Photo Libraries},
  booktitle    = {Computer Vision - {ACCV} 2012, 11th Asian Conference on Computer Vision,
                  Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7725},
  pages        = {694--707},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-37444-9\_54},
  doi          = {10.1007/978-3-642-37444-9\_54},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/accv/JafarpourLZ12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/us/Li11a,
  author       = {Li{-}Jia Li},
  title        = {Semantic image understanding: from the web, in large scale, with real-world
                  challenging data},
  school       = {Stanford University, {USA}},
  year         = {2011},
  url          = {https://searchworks.stanford.edu/view/9429158},
  timestamp    = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Li11a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijcv/LiF10,
  author       = {Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {{OPTIMOL:} Automatic Online Picture Collection via Incremental Model
                  Learning},
  journal      = {Int. J. Comput. Vis.},
  volume       = {88},
  number       = {2},
  pages        = {147--168},
  year         = {2010},
  url          = {https://doi.org/10.1007/s11263-009-0265-6},
  doi          = {10.1007/S11263-009-0265-6},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcv/LiF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/LiWLBL10,
  author       = {Li{-}Jia Li and
                  Chong Wang and
                  Yongwhan Lim and
                  David M. Blei and
                  Li Fei{-}Fei},
  title        = {Building and using a semantivisual image hierarchy},
  booktitle    = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
                  Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
  pages        = {3336--3343},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/CVPR.2010.5540027},
  doi          = {10.1109/CVPR.2010.5540027},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiWLBL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eccv/LiSLF10,
  author       = {Li{-}Jia Li and
                  Hao Su and
                  Yongwhan Lim and
                  Li Fei{-}Fei},
  editor       = {Kiriakos N. Kutulakos},
  title        = {Objects as Attributes for Scene Classification},
  booktitle    = {Trends and Topics in Computer Vision - {ECCV} 2010 Workshops, Heraklion,
                  Crete, Greece, September 10-11, 2010, Revised Selected Papers, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6553},
  pages        = {57--69},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-35749-7\_5},
  doi          = {10.1007/978-3-642-35749-7\_5},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/LiSLF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/LiSXL10,
  author       = {Li{-}Jia Li and
                  Hao Su and
                  Eric P. Xing and
                  Li Fei{-}Fei},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Object Bank: {A} High-Level Image Representation for Scene Classification
                  {\&} Semantic Feature Sparsification},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {1378--1386},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/140f6969d5213fd0ece03148e62e461e-Abstract.html},
  timestamp    = {Tue, 10 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LiSXL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/ZhuLLX10,
  author       = {Jun Zhu and
                  Li{-}Jia Li and
                  Li Fei{-}Fei and
                  Eric P. Xing},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Large Margin Learning of Upstream Scene Understanding Models},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {2586--2594},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/39461a19e9eddfb385ea76b26521ea48-Abstract.html},
  timestamp    = {Wed, 15 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhuLLX10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/sci/Fei-FeiL10,
  author       = {Li Fei{-}Fei and
                  Li{-}Jia Li},
  editor       = {Roberto Cipolla and
                  Sebastiano Battiato and
                  Giovanni Maria Farinella},
  title        = {What, Where and Who? Telling the Story of an Image by Activity Classification,
                  Scene Recognition and Object Categorization},
  booktitle    = {Computer Vision: Detection, Recognition and Reconstruction},
  series       = {Studies in Computational Intelligence},
  volume       = {285},
  pages        = {157--171},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-12848-6\_6},
  doi          = {10.1007/978-3-642-12848-6\_6},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Fei-FeiL10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/DengDSLL009,
  author       = {Jia Deng and
                  Wei Dong and
                  Richard Socher and
                  Li{-}Jia Li and
                  Kai Li and
                  Li Fei{-}Fei},
  title        = {ImageNet: {A} large-scale hierarchical image database},
  booktitle    = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
  pages        = {248--255},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/CVPR.2009.5206848},
  doi          = {10.1109/CVPR.2009.5206848},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/DengDSLL009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/LiS009,
  author       = {Li{-}Jia Li and
                  Richard Socher and
                  Li Fei{-}Fei},
  title        = {Towards total scene understanding: Classification, annotation and
                  segmentation in an automatic framework},
  booktitle    = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
  pages        = {2036--2043},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/CVPR.2009.5206718},
  doi          = {10.1109/CVPR.2009.5206718},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiS009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/LiNF07,
  author       = {Li{-}Jia Li and
                  Juan Carlos Niebles and
                  Li Fei{-}Fei},
  title        = {{OPTIMOL:} {A} Framework for Online Picture Collection via Incremental
                  Model Learning},
  booktitle    = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages        = {1987--1988},
  publisher    = {{AAAI} Press},
  year         = {2007},
  url          = {http://www.aaai.org/Library/AAAI/2007/aaai07-367.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LiNF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/LiWF07,
  author       = {Li{-}Jia Li and
                  Gang Wang and
                  Li Fei{-}Fei},
  title        = {{OPTIMOL:} automatic Online Picture collecTion via Incremental MOdel
                  Learning},
  booktitle    = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
                  {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/CVPR.2007.383048},
  doi          = {10.1109/CVPR.2007.383048},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiWF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccv/LiF07,
  author       = {Li{-}Jia Li and
                  Li Fei{-}Fei},
  title        = {What, where and who? Classifying events by scene and object recognition},
  booktitle    = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
                  Rio de Janeiro, Brazil, October 14-20, 2007},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICCV.2007.4408872},
  doi          = {10.1109/ICCV.2007.4408872},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LiF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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