Robustness and Generalization for Metric Learning

5 September 2012

Papers citing "Robustness and Generalization for Metric Learning"

12 / 12 papers shown

Title
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen Yi Chen Aniket Rege Ramya Korlakai Vinayak 51 17 0 12 Jun 2024
Coded Residual Transform for Generalizable Deep Metric Learning Shichao Kan Yixiong Liang Min Li Yigang Cen Jianxin Wang Z. He 36 3 0 09 Oct 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 29 2 0 19 Sep 2022
Deep Divergence Learning Kubra Cilingir Rachel Manzelli Brian Kulis 27 13 0 06 May 2020
On Tree-based Methods for Similarity Learning Stéphan Clémençon Robin Vogel 17 1 0 21 Jun 2019
Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds Kuan Liu A. Bellet 16 13 0 20 Jul 2018
A Multilayer Framework for Online Metric Learning Wenbin Li Yanfang Liu Jing Huo Yinghuan Shi Yang Gao Lei Wang Jiebo Luo 24 1 0 15 May 2018
Adversarially Robust Generalization Requires More Data Ludwig Schmidt Shibani Santurkar Dimitris Tsipras Kunal Talwar Aleksander Madry OOD AAML 40 786 0 30 Apr 2018
Geometry-aware Deep Transform Jiaji Huang Qiang Qiu Robert Calderbank Guillermo Sapiro AAML OOD 21 9 0 17 Sep 2015
Sparse Compositional Metric Learning Yuan Shi A. Bellet Fei Sha 31 91 0 15 Apr 2014
Supervised Metric Learning with Generalization Guarantees A. Bellet 59 10 0 17 Jul 2013
A Survey on Metric Learning for Feature Vectors and Structured Data A. Bellet Amaury Habrard M. Sebban 53 680 0 28 Jun 2013