Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

14 April 2019

Papers citing "Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning"

33 / 33 papers shown

Title
Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning Fabian Deuser Philipp Hausenblas Hannah Schieber Daniel Roth Martin Werner Norbert Oswald 157 0 0 23 May 2025
Adversarial Deep Metric Learning for Cross-Modal Audio-Text Alignment in Open-Vocabulary Keyword Spotting Youngmoon Jung Yong-Hyeok Lee Myunghun Jung Jaeyoung Roh Chang Woo Han Hoon-Young Cho 48 0 0 22 May 2025
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition Changwei Wang Shunpeng Chen Yukun Song Rongtao Xu Zherui Zhang ... Shide Du Zhiwei Xu Longxiang Gao Li Guo Shibiao Xu 49 2 0 14 Apr 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 107 0 0 19 Jan 2025
EDTformer: An Efficient Decoder Transformer for Visual Place Recognition Tong Jin Feng Lu Shuyu Hu Chun Yuan Yunpeng Liu ViT 106 0 0 01 Dec 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 72 3 0 12 Jul 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 74 1 0 28 May 2024
Deep Metric Learning with Hierarchical Triplet Loss Weifeng Ge Weilin Huang Dengke Dong Matthew R. Scott 144 413 0 16 Oct 2018
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 132 186 0 31 Jul 2018
Hard-Aware Point-to-Set Deep Metric for Person Re-identification Rui Yu Zhiyong Dou S. Bai Zhaoxiang Zhang Yongchao Xu X. Bai 61 139 0 30 Jul 2018
Attention-based Ensemble for Deep Metric Learning Wonsik Kim Bhavya Goyal Kunal Chawla Jungmin Lee Keunjoo Kwon FedML 68 227 0 02 Apr 2018
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DV 74 137 0 30 Mar 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval Xinwei He Yang Zhou Zhichao Zhou S. Bai X. Bai 3DPC 55 330 0 16 Mar 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 77 166 0 15 Jan 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 93 1,450 0 14 Dec 2017
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 70 504 0 04 Aug 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 92 922 0 23 Jun 2017
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples Haw-Shiuan Chang Erik Learned-Miller Andrew McCallum 73 352 0 24 Apr 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 55 350 0 05 Apr 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 73 3,200 0 22 Mar 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 80 640 0 21 Mar 2017
Learning Deep Embeddings with Histogram Loss E. Ustinova Victor Lempitsky 101 351 0 02 Nov 2016
Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie VLM 60 213 0 27 Jul 2016
Siamese Instance Search for Tracking Ran Tao E. Gavves A. Smeulders 44 595 0 19 May 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 51 427 0 26 Apr 2016
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 89 1,641 0 19 Nov 2015
Zero-Shot Learning via Joint Latent Similarity Embedding Ziming Zhang Venkatesh Saligrama 58 354 0 14 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 330 13,123 0 12 Mar 2015
Learning Descriptors for Object Recognition and 3D Pose Estimation Paul Wohlhart Vincent Lepetit 57 448 0 20 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 415 43,234 0 11 Feb 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 168 1,992 0 20 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.4K 39,472 0 01 Sep 2014
Deep Metric Learning for Practical Person Re-Identification Dong Yi Zhen Lei Stan Z. Li 69 168 0 18 Jul 2014