Sampling Matters in Deep Embedding Learning

23 June 2017

Papers citing "Sampling Matters in Deep Embedding Learning"

21 / 121 papers shown

Title
Cross-X Learning for Fine-Grained Visual Categorization W. Luo Xitong Yang Xianjie Mo Yuheng Lu L. Davis Jun Li Jian Yang Ser-Nam Lim 77 193 0 10 Sep 2019
Learning a Unified Embedding for Visual Search at Pinterest Andrew Zhai Hao-Yu Wu Eric Tzeng Dong Huk Park Charles R. Rosenberg DML 24 50 0 05 Aug 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 22 55 0 27 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 22 367 0 18 Jun 2019
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation Dongdong Chen Yisen Wang Jinfeng Yi Zaiyi Chen Zhi-Hua Zhou 22 4 0 10 Jun 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 32 8 0 28 May 2019
Deep Metric Learning Beyond Binary Supervision Sungyeon Kim Minkyo Seo Ivan Laptev Minsu Cho Suha Kwak SSL 15 94 0 21 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 22 577 0 06 Apr 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 15 110 0 14 Feb 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 23 29 0 22 Jan 2019
Vehicle Re-Identification: an Efficient Baseline Using Triplet Embedding Ratnesh Kumar Edwin Weill Farzin Aghdasi P. Sriram 22 128 0 04 Jan 2019
Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition Anand Mishra A. Singh BDL UQCV 11 4 0 06 Dec 2018
Complete the Look: Scene-based Complementary Product Recommendation Wang-Cheng Kang Eric Kim J. Leskovec Charles R. Rosenberg Julian McAuley 19 76 0 04 Dec 2018
Learning Embeddings for Product Visual Search with Triplet Loss and Online Sampling Eric Dodds Huy Nguyen Simão Herdade Jack Culpepper Andrew Kae Pierre Garrigues DML 27 5 0 10 Oct 2018
3D Human Pose Estimation with Siamese Equivariant Embedding M. Véges Viktor Varga András Lőrincz 19 29 0 19 Sep 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 16 143 0 14 Aug 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 17 226 0 02 Apr 2018
Learning Type-Aware Embeddings for Fashion Compatibility Mariya I. Vasileva Bryan A. Plummer Krishna Dusad Shreya Rajpal Ranjitha Kumar David A. Forsyth 26 225 0 25 Mar 2018
Re-ID done right: towards good practices for person re-identification Jon Almazán B. Gajic Naila Murray Diane Larlus 3DPC 30 105 0 16 Jan 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 30 166 0 15 Jan 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 15 180 0 22 Dec 2017