Deep Metric Learning with Angular Loss

4 August 2017

Papers citing "Deep Metric Learning with Angular Loss"

44 / 94 papers shown

Title
Robust Re-Identification by Multiple Views Knowledge Distillation Angelo Porrello Luca Bergamini Simone Calderara 32 65 0 08 Jul 2020
Deep Divergence Learning Kubra Cilingir Rachel Manzelli Brian Kulis 27 13 0 06 May 2020
In defence of metric learning for speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun Minjae Lee Hee-Soo Heo Soyeon Choe Chiheon Ham Sung-Ye Jung Bong-Jin Lee Icksang Han 32 433 0 26 Mar 2020
A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses Malik Boudiaf Jérôme Rony Imtiaz Masud Ziko Eric Granger M. Pedersoli Pablo Piantanida Ismail Ben Ayed SSL 26 158 0 19 Mar 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 59 475 0 18 Mar 2020
Adaptive Semantic-Visual Tree for Hierarchical Embeddings Shuo Yang Wei Yu Ying Zheng H. Yao Tao Mei 38 16 0 08 Mar 2020
Affinity guided Geometric Semi-Supervised Metric Learning U. Dutta Mehrtash Harandi C. Sekhar 22 2 0 27 Feb 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei 35 852 0 25 Feb 2020
Informative Sample Mining Network for Multi-Domain Image-to-Image Translation Jie Cao Huaibo Huang Yi Li Ran He Zhenan Sun 18 7 0 05 Jan 2020
Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification Z. Gong P. Zhong Weidong Hu 16 49 0 28 Dec 2019
Deep Manifold Embedding for Hyperspectral Image Classification Z. Gong Weidong Hu Xiaoyong Du P. Zhong Panhe Hu 29 27 0 24 Dec 2019
A Simple and Effective Framework for Pairwise Deep Metric Learning Qi Qi Yan Yan Xiaoyu Wang Tianbao Yang 25 26 0 24 Dec 2019
A Probabilistic approach for Learning Embeddings without Supervision U. Dutta Mehrtash Harandi C. Sekhar SSL 41 0 0 17 Dec 2019
The Group Loss for Deep Metric Learning Ismail Elezi Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 22 50 0 01 Dec 2019
Stochastic Prototype Embeddings Tyler R. Scott Karl Ridgeway Michael C. Mozer BDL UQCV 13 14 0 25 Sep 2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung DML 23 3 0 20 Sep 2019
Metric Learning for Adversarial Robustness Chengzhi Mao Ziyuan Zhong Junfeng Yang Carl Vondrick Baishakhi Ray OOD 27 184 0 03 Sep 2019
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings Pierre Jacob David Picard A. Histace Edouard Klein DML 30 59 0 07 Aug 2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval Binghui Chen Weihong Deng VLM FedML 26 55 0 27 Jul 2019
Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings Borna Bićanić Marin Orsic Ivan Marković Sinisa Segvic Ivan Petrović 24 5 0 16 Jul 2019
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice Kyungyun Lee Juhan Nam 11 18 0 26 Jun 2019
Divide and Conquer the Embedding Space for Metric Learning A. Sanakoyeu Vadim Tschernezki U. Büchler Bjorn Ommer SSL 32 107 0 14 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
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 28 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 31 739 0 14 Apr 2019
Relational Knowledge Distillation Wonpyo Park Dongju Kim Yan Lu Minsu Cho 16 1,387 0 10 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 25 150 0 03 Apr 2019
Lending Orientation to Neural Networks for Cross-view Geo-localization Liu Liu Hongdong Li 27 241 0 29 Mar 2019
Hardness-Aware Deep Metric Learning Wenzhao Zheng Zhaodong Chen Jiwen Lu Jie Zhou 23 171 0 13 Mar 2019
Image-Based Geo-Localization Using Satellite Imagery Sixing Hu Gim Hee Lee 11 62 0 01 Mar 2019
Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant Embeddings Olga Moskvyak Frederic Maire A. Armstrong Feras Dayoub Mahsa Baktash 22 37 0 28 Feb 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering Binghui Chen Weihong Deng 31 29 0 22 Jan 2019
Metric Learning for Novelty and Anomaly Detection Marc Masana Idoia Ruiz J. Serrat Joost van de Weijer Antonio M. López OODD 30 80 0 16 Aug 2018
Learning Neural Models for End-to-End Clustering B. Meier Ismail Elezi Mohammadreza Amirian Oliver Durr Thilo Stadelmann SSL 22 16 0 11 Jul 2018
RepMet: Representative-based metric learning for classification and one-shot object detection Leonid Karlinsky J. Shtok Sivan Harary Eli Schwartz Mattias Marder Rogerio Feris Raja Giryes A. Bronstein VLM ObjD 20 318 0 12 Jun 2018
ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating Binghui Chen Weihong Deng 24 7 0 04 Jun 2018
Adapted Deep Embeddings: A Synthesis of Methods for $k$ -Shot Inductive Transfer Learning Tyler R. Scott Karl Ridgeway Michael C. Mozer 24 84 0 22 May 2018
Homocentric Hypersphere Feature Embedding for Person Re-identification Wangmeng Xiang Jianqiang Huang Xianbiao Qi Xiansheng Hua Lei Zhang 19 13 0 24 Apr 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 30 226 0 02 Apr 2018
Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Kevin Chen Chris Choy Manolis Savva Angel X. Chang Thomas Funkhouser Silvio Savarese 3DV 32 247 0 22 Mar 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval Xinwei He Yang Zhou Zhichao Zhou S. Bai X. Bai 3DPC 27 329 0 16 Mar 2018
Geometry-Contrastive GAN for Facial Expression Transfer Fengchun Qiao Nai-Ming Yao Zirui Jiao Zhihao Li Hui Chen Hongan Wang CVBM GAN 29 51 0 06 Feb 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 34 166 0 15 Jan 2018
Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs Daniel Oñoro-Rubio Mathias Niepert Alberto García-Durán Roberto Gonzalez Roberto J. López-Sastre 27 15 0 07 Sep 2017