Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning

4 April 2019

Papers citing "Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning"

21 / 21 papers shown

Title
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 131 1 0 28 May 2024
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 57 55 0 27 Jul 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 73 30 0 22 Jan 2019
ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating Binghui Chen Weihong Deng 56 7 0 04 Jun 2018
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval Peng Xu Yongye Huang Tongtong Yuan Kaiyue Pang Yi-Zhe Song Tao Xiang Timothy M. Hospedales Zhanyu Ma Jun Guo 69 115 0 04 Apr 2018
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 78 507 0 04 Aug 2017
Deep Hashing Network for Unsupervised Domain Adaptation Hemanth Venkateswara José Eusébio Shayok Chakraborty S. Panchanathan OOD 147 2,059 0 22 Jun 2017
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval Li Liu Fumin Shen Yuming Shen Xianglong Liu Ling Shao 125 271 0 16 Mar 2017
Deep Supervised Hashing with Triplet Labels Xiaofang Wang Yi Shi Kris Kitani 89 207 0 12 Dec 2016
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 122 351 0 02 Nov 2016
Local Similarity-Aware Deep Feature Embedding Chen Huang Chen Change Loy Xiaoou Tang 86 175 0 27 Oct 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 159 2,423 0 12 Apr 2016
Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop Huayu Chen Feng Zhou Yuanqing Lin Serge J. Belongie 90 236 0 16 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 104 1,646 0 19 Nov 2015
Feature Learning based Deep Supervised Hashing with Pairwise Labels Wu-Jun Li Sheng Wang Wang-Cheng Kang 93 658 0 12 Nov 2015
Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification Ruimao Zhang Liang Lin Rui Zhang W. Zuo Lei Zhang 79 480 0 19 Aug 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 393 13,172 0 12 Mar 2015
Learning to rank in person re-identification with metric ensembles S. Paisitkriangkrai Chunhua Shen Anton Van Den Hengel 86 474 0 05 Mar 2015
Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval F. Zhao Yongzhen Huang Liang Wang Tieniu Tan 102 611 0 26 Jan 2015
Deep Learning Face Representation by Joint Identification-Verification Yi Sun Xiaogang Wang Xiaoou Tang CVBM 234 2,246 0 18 Jun 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 120 1,318 0 17 Apr 2014