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No Fuss Distance Metric Learning using Proxies

21 March 2017

Yair Movshovitz-Attias

Sergey Ioffe

Papers citing "No Fuss Distance Metric Learning using Proxies"

50 / 326 papers shown

Title
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 177 479 0 18 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 121 21 0 18 Mar 2020
Adaptive Semantic-Visual Tree for Hierarchical Embeddings Shuo Yang Wei Yu Ying Zheng Huanjin Yao Tao Mei 248 17 0 08 Mar 2020
Unifying Specialist Image Embedding into Universal Image Embedding Yang Feng Futang Peng Xu-Yao Zhang Wei-wei Zhu Shanfeng Zhang Howard Zhou Zhen Li Tom Duerig Shih-Fu Chang Jiebo Luo SSL 103 5 0 08 Mar 2020
Affinity guided Geometric Semi-Supervised Metric Learning U. Dutta Mehrtash Harandi C. Sekhar 104 2 0 27 Feb 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning Karsten Roth Timo Milbich Samarth Sinha Prateek Gupta Bjorn Ommer Joseph Paul Cohen 163 173 0 19 Feb 2020
Learning Transformation-Aware Embeddings for Image Forensics Aparna Bharati Daniel Moreira Patrick Flynn Anderson de Rezende Rocha Kevin W. Bowyer Walter J. Scheirer 32 2 0 13 Jan 2020
Diversity Transfer Network for Few-Shot Learning Mengting Chen Yuxin Fang Xinggang Wang Heng Luo Yifeng Geng Xinyu Zhang Chang Huang Wenyu Liu Bo Wang 93 71 0 31 Dec 2019
Fashion Outfit Complementary Item Retrieval Yen-Liang Lin Son N. Tran Larry S. Davis 116 84 0 19 Dec 2019
Cross-Batch Memory for Embedding Learning Xun Wang H. Zhang Weilin Huang Matthew R. Scott 148 247 0 14 Dec 2019
To Balance or Not to Balance: A Simple-yet-Effective Approach for Learning with Long-Tailed Distributions Junjie Zhang Lingqiao Liu Peng Wang Chunhua Shen 61 25 0 10 Dec 2019
Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking and Vehicle Re-ID in Multi-Camera Networks Abhijit Suprem Rodrigo Alves Lima Bruno Padilha J. E. Ferreira C. Pu 50 1 0 09 Dec 2019
The Group Loss for Deep Metric Learning Ismail Elezi Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 175 51 0 01 Dec 2019
Unbiased Evaluation of Deep Metric Learning Algorithms István Fehérvári Avinash Ravichandran Srikar Appalaraju 71 27 0 28 Nov 2019
Learning with less data via Weakly Labeled Patch Classification in Digital Pathology Eu Wern Teh Graham W. Taylor MedIm 61 23 0 27 Nov 2019
Orthogonal Convolutional Neural Networks Jiayun Wang Yubei Chen Rudrasis Chakraborty Stella X. Yu 89 190 0 27 Nov 2019
Instance Cross Entropy for Deep Metric Learning Xinshao Wang Elyor Kodirov Yang Hua N. Robertson 56 5 0 22 Nov 2019
Open Cross-Domain Visual Search William Thong Pascal Mettes Cees G. M. Snoek 133 13 0 19 Nov 2019
Large Scale Open-Set Deep Logo Detection M. Bastan Hao Wu Tianyang Cao Bhargava Kota Mehmet Tek 62 13 0 18 Nov 2019
Visual Similarity Attention Meng Zheng Srikrishna Karanam Terrence Chen Richard J. Radke Ziyan Wu 30 4 0 18 Nov 2019
Semantic Granularity Metric Learning for Visual Search Dipu Manandhar M. Bastan Kim-Hui Yap 119 11 0 14 Nov 2019
MIC: Mining Interclass Characteristics for Improved Metric Learning Karsten Roth Biagio Brattoli Bjorn Ommer 84 90 0 25 Sep 2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung DML 25 3 0 20 Sep 2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling Qi Qian Lei Shang Baigui Sun Juhua Hu Hao Li Rong Jin 89 375 0 11 Sep 2019
A Baseline for Few-Shot Image Classification Guneet Singh Dhillon Pratik Chaudhari Avinash Ravichandran Stefano Soatto 130 584 0 06 Sep 2019
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings Pierre Jacob David Picard A. Histace Edouard Klein DML 87 59 0 07 Aug 2019
Learning a Unified Embedding for Visual Search at Pinterest Andrew Zhai Hao-Yu Wu Eric Tzeng Dong Huk Park Charles R. Rosenberg DML 74 52 0 05 Aug 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 57 55 0 27 Jul 2019
Quadruplet Selection Methods for Deep Embedding Learning Kaan Karaman Erhan Gundogdu Aykut Koç A. Aydin Alatan 25 5 0 22 Jul 2019
Deep Metric Learning with Alternating Projections onto Feasible Sets Ogul Can Y. Z. Gürbüz A. Aydin Alatan 42 5 0 17 Jul 2019
Learning with Average Precision: Training Image Retrieval with a Listwise Loss Jérôme Revaud Jon Almazán Rafael Sampaio de Rezende César Roberto de Souza VLM 72 376 0 18 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 86 107 0 14 Jun 2019
Four Things Everyone Should Know to Improve Batch Normalization Cecilia Summers M. Dinneen 85 52 0 09 Jun 2019
Efficient Codebook and Factorization for Second Order Representation Learning Pierre Jacob David Picard A. Histace Edouard Klein 26 1 0 05 Jun 2019
The General Pair-based Weighting Loss for Deep Metric Learning Haijun Liu Jian Cheng Wen Wang Yanzhou Su 45 5 0 30 May 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 68 8 0 28 May 2019
Discrete Infomax Codes for Supervised Representation Learning Yoonho Lee Wonjae Kim Wonpyo Park Seungjin Choi 57 4 0 28 May 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Thanh-Toan Do Toan M. Tran Ian Reid B. V. Kumar Tuan Hoang G. Carneiro 65 67 0 18 Apr 2019
Temporal Cycle-Consistency Learning Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL AI4TS 96 276 0 16 Apr 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Xun Wang Xintong Han Weilin Huang Dengke Dong Matthew R. Scott 110 757 0 14 Apr 2019
Improved Embeddings with Easy Positive Triplet Mining Hong Xuan Abby Stylianou Robert Pless 95 134 0 08 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 104 581 0 06 Apr 2019
Cooperative Embeddings for Instance, Attribute and Category Retrieval William Thong Cees G. M. Snoek A. Smeulders 28 1 0 02 Apr 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David Clifton N. Robertson NoLa 145 63 0 28 Mar 2019
Combination of Multiple Global Descriptors for Image Retrieval HeeJae Jun ByungSoo Ko Youngjoon Kim Insik Kim Jongtack Kim 106 60 0 26 Mar 2019
Hardness-Aware Deep Metric Learning Wenzhao Zheng Zhaodong Chen Jiwen Lu Jie Zhou 77 172 0 13 Mar 2019
Ranked List Loss for Deep Metric Learning Xinshao Wang Yang Hua Elyor Kodirov N. Robertson 120 248 0 08 Mar 2019
Hyperspherical Prototype Networks Pascal Mettes Elise van der Pol Cees G. M. Snoek 104 126 0 29 Jan 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 81 30 0 22 Jan 2019
Visualizing Deep Similarity Networks Abby Stylianou Richard Souvenir Robert Pless FAtt 76 56 0 02 Jan 2019