Deep Metric Learning via Facility Location

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Deep Metric Learning via Facility Location

5 December 2016

Stefanie Jegelka

Kevin Patrick Murphy

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Papers citing "Deep Metric Learning via Facility Location"

13 / 13 papers shown

Title
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning Li Ren Chen Chen Liqiang Wang Kien Hua 233 7 0 04 Feb 2024
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning Bhavya Vasudeva Puneesh Deora Saumik Bhattacharya Umapada Pal S. Chanda 158 15 0 20 Aug 2021
Deep Hashing with Hash-Consistent Large Margin Proxy EmbeddingsInternational Journal of Computer Vision (IJCV), 2020 Pedro Morgado Yunsheng Li José Costa Pereira M. Saberian Nuno Vasconcelos 129 6 0 27 Jul 2020
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 116 159 0 03 Apr 2019
The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active LearningIEEE International Conference on Robotics and Automation (ICRA), 2019 Benjamin J. Meyer Tom Drummond 104 34 0 27 Feb 2019
Low-Shot Learning with Imprinted Weights Qi Matthew A. Brown D. Lowe VLM 275 12 0 19 Dec 2017
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 253 529 0 04 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 185 1 0 20 Jul 2017
Few-Shot Learning Through an Information Retrieval Lens Eleni Triantafillou R. Zemel R. Urtasun 126 249 0 09 Jul 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 254 973 0 23 Jun 2017
Deep Metric Learning and Image Classification with Nearest Neighbour Gaussian Kernels Benjamin J. Meyer Ben Harwood Tom Drummond 108 9 0 27 May 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 285 364 0 05 Apr 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 282 674 0 21 Mar 2017