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@inproceedings{DBLP:conf/nsdi/PadmanabhanAIAS23,
  author       = {Arthi Padmanabhan and
                  Neil Agarwal and
                  Anand P. Iyer and
                  Ganesh Ananthanarayanan and
                  Yuanchao Shu and
                  Nikolaos Karianakis and
                  Guoqing Harry Xu and
                  Ravi Netravali},
  editor       = {Mahesh Balakrishnan and
                  Manya Ghobadi},
  title        = {Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics
                  at the Edge},
  booktitle    = {20th {USENIX} Symposium on Networked Systems Design and Implementation,
                  {NSDI} 2023, Boston, MA, April 17-19, 2023},
  pages        = {973--994},
  publisher    = {{USENIX} Association},
  year         = {2023},
  url          = {https://www.usenix.org/conference/nsdi23/presentation/padmanabhan},
  timestamp    = {Thu, 11 May 2023 17:08:22 +0200},
  biburl       = {https://dblp.org/rec/conf/nsdi/PadmanabhanAIAS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/BhardwajXAJSKHB22,
  author       = {Romil Bhardwaj and
                  Zhengxu Xia and
                  Ganesh Ananthanarayanan and
                  Junchen Jiang and
                  Yuanchao Shu and
                  Nikolaos Karianakis and
                  Kevin Hsieh and
                  Paramvir Bahl and
                  Ion Stoica},
  editor       = {Amar Phanishayee and
                  Vyas Sekar},
  title        = {Ekya: Continuous Learning of Video Analytics Models on Edge Compute
                  Servers},
  booktitle    = {19th {USENIX} Symposium on Networked Systems Design and Implementation,
                  {NSDI} 2022, Renton, WA, USA, April 4-6, 2022},
  pages        = {119--135},
  publisher    = {{USENIX} Association},
  year         = {2022},
  url          = {https://www.usenix.org/conference/nsdi22/presentation/bhardwaj},
  timestamp    = {Wed, 06 Jul 2022 16:57:28 +0200},
  biburl       = {https://dblp.org/rec/conf/nsdi/BhardwajXAJSKHB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/YuWCKSYLLS022,
  author       = {Fuxun Yu and
                  Di Wang and
                  Yinpeng Chen and
                  Nikolaos Karianakis and
                  Tong Shen and
                  Pei Yu and
                  Dimitrios Lymberopoulos and
                  Sidi Lu and
                  Weisong Shi and
                  Xiang Chen},
  title        = {{SC-UDA:} Style and Content Gaps aware Unsupervised Domain Adaptation
                  for Object Detection},
  booktitle    = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
                  2022, Waikoloa, HI, USA, January 3-8, 2022},
  pages        = {1061--1070},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/WACV51458.2022.00113},
  doi          = {10.1109/WACV51458.2022.00113},
  timestamp    = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wacv/YuWCKSYLLS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07705,
  author       = {Arthi Padmanabhan and
                  Neil Agarwal and
                  Anand P. Iyer and
                  Ganesh Ananthanarayanan and
                  Yuanchao Shu and
                  Nikolaos Karianakis and
                  Guoqing Harry Xu and
                  Ravi Netravali},
  title        = {{GEMEL:} Model Merging for Memory-Efficient, Real-Time Video Analytics
                  at the Edge},
  journal      = {CoRR},
  volume       = {abs/2201.07705},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.07705},
  eprinttype    = {arXiv},
  eprint       = {2201.07705},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-07705.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobicom/PadmanabhanIASK21,
  author       = {Arthi Padmanabhan and
                  Anand Padmanabha Iyer and
                  Ganesh Ananthanarayanan and
                  Yuanchao Shu and
                  Nikolaos Karianakis and
                  Guoqing Harry Xu and
                  Ravi Netravali},
  title        = {Towards memory-efficient inference in edge video analytics},
  booktitle    = {HotEdgeVideo@MobiCom 2021: Proceedings of the 3rd {ACM} Workshop on
                  Hot Topics in Video Analytics and Intelligent Edges, New Orleans,
                  Louisiana, USA, 25 October 2021},
  pages        = {31--37},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3477083.3480150},
  doi          = {10.1145/3477083.3480150},
  timestamp    = {Wed, 10 Nov 2021 18:21:42 +0100},
  biburl       = {https://dblp.org/rec/conf/mobicom/PadmanabhanIASK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/KozerawskiFKMTC20,
  author       = {Jedrzej Kozerawski and
                  Victor Fragoso and
                  Nikolaos Karianakis and
                  Gaurav Mittal and
                  Matthew A. Turk and
                  Mei Chen},
  editor       = {Hiroshi Ishikawa and
                  Cheng{-}Lin Liu and
                  Tom{\'{a}}s Pajdla and
                  Jianbo Shi},
  title        = {{BLT:} Balancing Long-Tailed Datasets with Adversarially-Perturbed
                  Images},
  booktitle    = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
                  Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
                  Papers, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12624},
  pages        = {338--355},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-69535-4\_21},
  doi          = {10.1007/978-3-030-69535-4\_21},
  timestamp    = {Mon, 01 Mar 2021 08:01:15 +0100},
  biburl       = {https://dblp.org/rec/conf/accv/KozerawskiFKMTC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MittalLKFCF20,
  author       = {Gaurav Mittal and
                  Chang Liu and
                  Nikolaos Karianakis and
                  Victor Fragoso and
                  Mei Chen and
                  Yun Fu},
  title        = {HyperSTAR: Task-Aware Hyperparameters for Deep Networks},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {8733--8742},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Mittal\_HyperSTAR\_Task-Aware\_Hyperparameters\_for\_Deep\_Networks\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00876},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/MittalLKFCF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10524,
  author       = {Gaurav Mittal and
                  Chang Liu and
                  Nikolaos Karianakis and
                  Victor Fragoso and
                  Mei Chen and
                  Yun Fu},
  title        = {HyperSTAR: Task-Aware Hyperparameters for Deep Networks},
  journal      = {CoRR},
  volume       = {abs/2005.10524},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.10524},
  eprinttype    = {arXiv},
  eprint       = {2005.10524},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-10524.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03897,
  author       = {Fuxun Yu and
                  Zirui Xu and
                  Tong Shen and
                  Dimitrios Stamoulis and
                  Longfei Shangguan and
                  Di Wang and
                  Rishi Madhok and
                  Chunshui Zhao and
                  Xin Li and
                  Nikolaos Karianakis and
                  Dimitrios Lymberopoulos and
                  Ang Li and
                  Chenchen Liu and
                  Yiran Chen and
                  Xiang Chen},
  title        = {Towards Latency-aware {DNN} Optimization with {GPU} Runtime Analysis
                  and Tail Effect Elimination},
  journal      = {CoRR},
  volume       = {abs/2011.03897},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.03897},
  eprinttype    = {arXiv},
  eprint       = {2011.03897},
  timestamp    = {Tue, 15 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-03897.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10557,
  author       = {Romil Bhardwaj and
                  Zhengxu Xia and
                  Ganesh Ananthanarayanan and
                  Junchen Jiang and
                  Nikolaos Karianakis and
                  Yuanchao Shu and
                  Kevin Hsieh and
                  Victor Bahl and
                  Ion Stoica},
  title        = {Ekya: Continuous Learning of Video Analytics Models on Edge Compute
                  Servers},
  journal      = {CoRR},
  volume       = {abs/2012.10557},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.10557},
  eprinttype    = {arXiv},
  eprint       = {2012.10557},
  timestamp    = {Mon, 04 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-10557.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07158,
  author       = {Fuxun Yu and
                  Di Wang and
                  Yinpeng Chen and
                  Nikolaos Karianakis and
                  Pei Yu and
                  Dimitrios Lymberopoulos and
                  Xiang Chen},
  title        = {Unsupervised Domain Adaptation for Object Detection via Cross-Domain
                  Semi-Supervised Learning},
  journal      = {CoRR},
  volume       = {abs/1911.07158},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.07158},
  eprinttype    = {arXiv},
  eprint       = {1911.07158},
  timestamp    = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-07158.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KarianakisLCS18,
  author       = {Nikolaos Karianakis and
                  Zicheng Liu and
                  Yinpeng Chen and
                  Stefano Soatto},
  editor       = {Vittorio Ferrari and
                  Martial Hebert and
                  Cristian Sminchisescu and
                  Yair Weiss},
  title        = {Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based
                  Person Re-identification},
  booktitle    = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
                  Germany, September 8-14, 2018, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11209},
  pages        = {737--756},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01228-1\_44},
  doi          = {10.1007/978-3-030-01228-1\_44},
  timestamp    = {Mon, 04 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/KarianakisLCS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Karianakis17,
  author       = {Nikolaos Karianakis},
  title        = {Sampling Algorithms to Handle Nuisances in Large-Scale Recognition},
  school       = {University of California, Los Angeles, {USA}},
  year         = {2017},
  url          = {http://www.escholarship.org/uc/item/32t9r5b1},
  timestamp    = {Tue, 27 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Karianakis17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarianakisLCS17,
  author       = {Nikolaos Karianakis and
                  Zicheng Liu and
                  Yinpeng Chen and
                  Stefano Soatto},
  title        = {Person Depth ReID: Robust Person Re-identification with Commodity
                  Depth Sensors},
  journal      = {CoRR},
  volume       = {abs/1705.09882},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.09882},
  eprinttype    = {arXiv},
  eprint       = {1705.09882},
  timestamp    = {Mon, 04 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/KarianakisLCS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KarianakisDS16,
  author       = {Nikolaos Karianakis and
                  Jingming Dong and
                  Stefano Soatto},
  title        = {An Empirical Evaluation of Current Convolutional Architectures' Ability
                  to Manage Nuisance Location and Scale Variability},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
  pages        = {4442--4451},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPR.2016.481},
  doi          = {10.1109/CVPR.2016.481},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/KarianakisDS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DongKDHBS15,
  author       = {Jingming Dong and
                  Nikolaos Karianakis and
                  Damek Davis and
                  Joshua Hernandez and
                  Jonathan Balzer and
                  Stefano Soatto},
  title        = {Multi-view feature engineering and learning},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {3251--3260},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPR.2015.7298945},
  doi          = {10.1109/CVPR.2015.7298945},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/DongKDHBS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SoattoDK14,
  author       = {Stefano Soatto and
                  Jingming Dong and
                  Nikolaos Karianakis},
  editor       = {Yoshua Bengio and
                  Yann LeCun},
  title        = {Visual Scene Representations: Scaling and Occlusion in Convolutional
                  Architectures},
  booktitle    = {3rd International Conference on Learning Representations, {ICLR} 2015,
                  San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
  year         = {2015},
  url          = {http://arxiv.org/abs/1412.6607},
  timestamp    = {Wed, 17 Jul 2019 10:40:54 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SoattoDK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarianakisDS15,
  author       = {Nikolaos Karianakis and
                  Jingming Dong and
                  Stefano Soatto},
  title        = {How Well Can a {CNN} Marginalize Simple Nuisances It is Designed for?},
  journal      = {CoRR},
  volume       = {abs/1505.06795},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.06795},
  eprinttype    = {arXiv},
  eprint       = {1505.06795},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KarianakisDS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarianakisFS15,
  author       = {Nikolaos Karianakis and
                  Thomas J. Fuchs and
                  Stefano Soatto},
  title        = {Boosting Convolutional Features for Robust Object Proposals},
  journal      = {CoRR},
  volume       = {abs/1503.06350},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.06350},
  eprinttype    = {arXiv},
  eprint       = {1503.06350},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KarianakisFS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/KarianakisM13,
  author       = {Nikolaos Karianakis and
                  Petros Maragos},
  title        = {An integrated system for digital restoration of prehistoric Theran
                  wall paintings},
  booktitle    = {18th International Conference on Digital Signal Processing, {DSP}
                  2013, Fira, Santorini, Greece, July 1-3, 2013},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDSP.2013.6622838},
  doi          = {10.1109/ICDSP.2013.6622838},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icdsp/KarianakisM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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