Learning Deep Embeddings with Histogram Loss

2 November 2016

Papers citing "Learning Deep Embeddings with Histogram Loss"

50 / 159 papers shown

Title
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 20 66 0 18 Apr 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Xun Wang Xintong Han Weilin Huang Dengke Dong Matthew R. Scott 17 738 0 14 Apr 2019
Person Re-identification with Metric Learning using Privileged Information Xun Yang Hao Wu Dacheng Tao 11 168 0 10 Apr 2019
Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning Tongtong Yuan Weihong Deng Jian Tang Yinan Tang Binghui Chen 9 71 0 04 Apr 2019
Hyperbolic Image Embeddings Valentin Khrulkov L. Mirvakhabova E. Ustinova Ivan V. Oseledets Victor Lempitsky 14 282 0 03 Apr 2019
Hardness-Aware Deep Metric Learning Wenzhao Zheng Zhaodong Chen Jiwen Lu Jie Zhou 23 171 0 13 Mar 2019
Ranked List Loss for Deep Metric Learning Xinshao Wang Yang Hua Elyor Kodirov N. Robertson 26 246 0 08 Mar 2019
Multi-views Embedding for Cattle Re-identification Luca Bergamini Angelo Porrello A. C. Dondona Ercole Del Negro M. Mattioli N. D’Alterio Simone Calderara 8 30 0 13 Feb 2019
Robust Angular Local Descriptor Learning Yanwu Xu Biwei Huang Tongliang Liu Kayhan Batmanghelich Chaohui Wang 11 4 0 21 Jan 2019
Visualizing Deep Similarity Networks Abby Stylianou Richard Souvenir Robert Pless FAtt 15 55 0 02 Jan 2019
Deep Embedding using Bayesian Risk Minimization with Application to Sketch Recognition Anand Mishra A. Singh BDL UQCV 16 4 0 06 Dec 2018
Classification is a Strong Baseline for Deep Metric Learning Andrew Zhai Hao Wu VLM 32 25 0 30 Nov 2018
Matchable Image Retrieval by Learning from Surface Reconstruction Tianwei Shen Zixin Luo Lei Zhou Runze Zhang Siyu Zhu Tian Fang Long Quan 3DV 11 49 0 26 Nov 2018
Batch DropBlock Network for Person Re-identification and Beyond Zuozhuo Dai Mingqiang Chen Xiaodong Gu Siyu Zhu Ping Tan OOD 8 246 0 17 Nov 2018
Deep Metric Learning by Online Soft Mining and Class-Aware Attention Xinshao Wang Yang Hua Elyor Kodirov Guosheng Hu N. Robertson 13 52 0 04 Nov 2018
Deep Metric Learning with Hierarchical Triplet Loss Weifeng Ge Weilin Huang Dengke Dong Matthew R. Scott 17 412 0 16 Oct 2018
Constructing Graph Node Embeddings via Discrimination of Similarity Distributions Stanislav Tsepa Maxim Panov 11 1 0 06 Oct 2018
Open-Ended Content-Style Recombination Via Leakage Filtering Karl Ridgeway Michael C. Mozer DRL VLM 14 2 0 28 Sep 2018
Automatic Dataset Annotation to Learn CNN Pore Description for Fingerprint Recognition Gabriel Dahia Maurício Pamplona Segundo CVBM 11 5 0 26 Sep 2018
Heated-Up Softmax Embedding Xu-Yao Zhang Felix X. Yu Svebor Karaman Wei Zhang Shih-Fu Chang 18 44 0 11 Sep 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 11 227 0 08 Sep 2018
Metric Learning for Novelty and Anomaly Detection Marc Masana Idoia Ruiz J. Serrat Joost van de Weijer Antonio M. López OODD 17 80 0 16 Aug 2018
Deep Randomized Ensembles for Metric Learning Hong Xuan Richard Souvenir Robert Pless UQCV OOD 34 102 0 13 Aug 2018
Comparator Networks Weidi Xie Li Shen Andrew Zisserman CoGe 11 76 0 30 Jul 2018
Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging Yaroslav Shmulev Mikhail Belyaev MedIm 11 27 0 30 Jul 2018
From handcrafted to deep local features G. Csurka C. Dance Martin Humenberger 13 23 0 26 Jul 2018
Discriminative Feature Learning with Foreground Attention for Person Re-Identification Sanping Zhou Jinjun Wang Deyu Meng Yudong Liang Yihong Gong N. Zheng CVBM 13 60 0 04 Jul 2018
High Diversity Attribute Guided Face Generation with GANs Evgeny Izutov CVBM GAN 16 0 0 28 Jun 2018
Adapted Deep Embeddings: A Synthesis of Methods for $k$ -Shot Inductive Transfer Learning Tyler R. Scott Karl Ridgeway Michael C. Mozer 16 84 0 22 May 2018
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification P. Marchwica Michael Jamieson P. Siva 3DPC BDL 22 6 0 16 May 2018
On Learning Associations of Faces and Voices Changil Kim Hijung Valentina Shin Tae-Hyun Oh Alexandre Kaspar Mohamed A. Elgharib Wojciech Matusik CVBM 6 83 0 15 May 2018
Imbalanced Deep Learning by Minority Class Incremental Rectification Qi Dong S. Gong Xiatian Zhu 19 325 0 28 Apr 2018
Local Descriptors Optimized for Average Precision Kun He Yan Lu Stan Sclaroff 6 193 0 15 Apr 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 Beyond Human Expertise with Generative Models for Dental Restorations Jyh-Jing Hwang S. Azernikov Alexei A. Efros Stella X. Yu MedIm 12 33 0 30 Mar 2018
Learning View-Specific Deep Networks for Person Re-Identification Zhanxiang Feng Jianhuang Lai Xiaohua Xie 25 64 0 30 Mar 2018
Mining on Manifolds: Metric Learning without Labels Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 16 114 0 29 Mar 2018
Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns Jianming Lv Weihang Chen Qing Li Can Yang 12 178 0 20 Mar 2018
Hashing with Mutual Information Fatih Çakir Kun He Sarah Adel Bargal Stan Sclaroff SSL 16 99 0 02 Mar 2018
Multi-Observation Regression Rafael M. Frongillo Nishant A. Mehta Tom Morgan Bo Waggoner OOD 11 1 0 27 Feb 2018
Learning Deep Disentangled Embeddings with the F-Statistic Loss Karl Ridgeway Michael C. Mozer FedML DRL CoGe 14 216 0 14 Feb 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 32 166 0 15 Jan 2018
Class Rectification Hard Mining for Imbalanced Deep Learning Qi Dong S. Gong Xiatian Zhu 11 197 0 08 Dec 2017
Learning Compact Geometric Features Marc Khoury Qian-Yi Zhou V. Koltun 3DPC 40 198 0 15 Sep 2017
Learning Spread-out Local Feature Descriptors Xu-Yao Zhang Felix X. Yu Sanjiv Kumar Shih-Fu Chang 9 141 0 21 Aug 2017
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 24 500 0 04 Aug 2017
Scalable and Effective Deep CCA via Soft Decorrelation Xiaobin Chang Tao Xiang Timothy M. Hospedales 19 3 0 30 Jul 2017
Deep Reinforcement Learning Attention Selection for Person Re-Identification Xu Lan Hanxiao Wang S. Gong Xiatian Zhu 16 6 0 10 Jul 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 25 919 0 23 Jun 2017
Deep Adaptive Feature Embedding with Local Sample Distributions for Person Re-identification Lin Wu Yang Wang Junbin Gao Xue Li 18 162 0 10 Jun 2017