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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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