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"

50 / 117 papers shown

Title
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 31 0 0 14 Apr 2025
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 59 0 0 23 Jan 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 69 0 0 19 Jan 2025
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval Genc Hoxha Gencer Sumbul Julia Henkel Lars Möllenbrok Begüm Demir 26 0 0 14 Jun 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR Guanrou Yang Ziyang Ma Fan Yu Zhifu Gao Shiliang Zhang Xie Chen AuLLM 38 2 0 09 Jun 2024
MeshVPR: Citywide Visual Place Recognition Using 3D Meshes Gabriele Berton Lorenz Junglas Riccardo Zaccone Thomas Pollok Barbara Caputo Carlo Masone 39 3 0 04 Jun 2024
PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild Kun Yuan Hongbo Liu Mading Li Muyi Sun Ming-hui Sun Jiachao Gong Jinhua Hao Chao Zhou Yansong Tang ViT 60 5 0 28 May 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 51 1 0 28 May 2024
Revisiting Relevance Feedback for CLIP-based Interactive Image Retrieval Ryoya Nara Yu-Chieh Lin Yuji Nozawa Youyang Ng Goh Itoh Osamu Torii Yusuke Matsui HAI 29 2 0 25 Apr 2024
Understanding Hyperbolic Metric Learning through Hard Negative Sampling Yun Yue Fangzhou Lin Guanyi Mou Ziming Zhang SSL 30 1 0 23 Apr 2024
Spatially Optimized Compact Deep Metric Learning Model for Similarity Search Md. Farhadul Islam Md. Tanzim Reza Meem Arafat Manab Mohammad Rakibul Hasan Mahin Sarah Zabeen Jannatun Noor 30 0 0 09 Apr 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space Gabriele Berton Alex Stoken Barbara Caputo Carlo Masone 34 3 0 11 Mar 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences Hongyi Liu Qingyun Wang Payam Karisani Heng Ji 16 1 0 19 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 39 7 0 01 Jan 2024
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs Huaiyuan Ying Zhengyun Zhao Yang Zhao Sihang Zeng Sheng Yu 23 3 0 13 Dec 2023
Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval Qiwei Tian Chenhao Lin Zhengyu Zhao Qian Li Chao Shen 28 2 0 12 Dec 2023
RETSim: Resilient and Efficient Text Similarity Marina Zhang Owen Vallis Aysegul Bumin Tanay Vakharia Elie Bursztein 28 1 0 28 Nov 2023
Enhancing mTBI Diagnosis with Residual Triplet Convolutional Neural Network Using 3D CT Hanem Ellethy Shekhar S. Chandra Viktor Vegh 27 1 0 23 Nov 2023
Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples Ziye Fang Xin Jiang Hao Tang Zechao Li 30 12 0 10 Nov 2023
Audio Contrastive based Fine-tuning Yang Wang Qibin Liang Chenghao Xiao Yizhi Li Noura Al Moubayed Chenghua Lin 29 0 0 21 Sep 2023
A Long-Tail Friendly Representation Framework for Artist and Music Similarity Haoran Xiang Junyu Dai Xuchen Song Shen Furao 6 1 0 08 Sep 2023
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition Gabriele Berton Gabriele Trivigno Barbara Caputo Carlo Masone OOD 32 61 0 21 Aug 2023
Generalizable Embeddings with Cross-batch Metric Learning Y. Z. Gürbüz Aydin Alatan FedML 41 2 0 14 Jul 2023
A metric learning approach for endoscopic kidney stone identification Jorge Gonzalez-Zapata F. Lopez-Tiro Elias Villalvazo-Avila Daniel Flores-Araiza Jacques Hubert Andres Mendez-Vazquez G. Ochoa-Ruiz C. Daul 36 4 0 13 Jul 2023
Hierarchical Pretraining for Biomedical Term Embeddings Bryan Cai Sihang Zeng Yucong Lin Zheng Yuan D. Zhou Lu Tian 28 0 0 01 Jul 2023
Mean Field Theory in Deep Metric Learning Takuya Furusawa 25 2 0 27 Jun 2023
Signal vs Noise in Eye-tracking Data: Biometric Implications and Identity Information Across Frequencies M. H. Raju Lee Friedman D. Lohr Oleg V. Komogortsev 28 3 0 08 May 2023
Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal Zhitao Liu Zengyu Liu Jiwei Wei Guan Wang Zhenjiang Du Ning Xie H. Shen 19 2 0 07 May 2023
Adaptive Sparse Pairwise Loss for Object Re-Identification Xiao Zhou Yujie Zhong Zhen Cheng Fan Liang Lin Ma 13 39 0 31 Mar 2023
Data-efficient Large Scale Place Recognition with Graded Similarity Supervision María Leyva-Vallina N. Strisciuglio N. Petkov 21 45 0 21 Mar 2023
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashing Xianxian Zeng Yanjun Zheng 20 2 0 20 Mar 2023
Generalizing and Decoupling Neural Collapse via Hyperspherical Uniformity Gap Weiyang Liu L. Yu Adrian Weller Bernhard Schölkopf 37 17 0 11 Mar 2023
MixVPR: Feature Mixing for Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère 23 132 0 03 Mar 2023
Global Proxy-based Hard Mining for Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère 11 6 0 28 Feb 2023
RETVec: Resilient and Efficient Text Vectorizer Elie Bursztein Marina Zhang Owen Vallis Xinyu Jia Alexey Kurakin VLM 32 4 0 18 Feb 2023
Versatile User Identification in Extended Reality using Pretrained Similarity-Learning Christian Rack Konstantin Kobs Tamara Fernando Andreas Hotho Marc Latoschik 18 5 0 15 Feb 2023
SemPPL: Predicting pseudo-labels for better contrastive representations Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 41 9 0 12 Jan 2023
NBC-Softmax : Darkweb Author fingerprinting and migration tracking Gayan K. Kulatilleke Shekhar S. Chandra Marius Portmann 39 0 0 15 Dec 2022
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning Zheren Fu Zhendong Mao Bo Hu An-an Liu Yongdong Zhang 23 5 0 29 Nov 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning Xiaobao Wu A. Luu Xinshuai Dong 30 44 0 23 Nov 2022
Denoising Multi-Similarity Formulation: A Self-paced Curriculum-Driven Approach for Robust Metric Learning Chenkang Zhang Lei Luo Bin Gu 30 4 0 19 Nov 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 18 1 0 18 Nov 2022
Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval Deunsol Jung Dahyun Kang Suha Kwak Minsu Cho CLL 27 8 0 14 Nov 2022
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Denys Amore Bondarenko Roger Ferrod Luigi Di Caro 16 1 0 09 Nov 2022
5th Place Solution to Kaggle Google Universal Image Embedding Competition Noriaki Ota Shingo Yokoi Shinsuke Yamaoka 118 2 0 18 Oct 2022
Coded Residual Transform for Generalizable Deep Metric Learning Shichao Kan Yixiong Liang Min Li Yigang Cen Jianxin Wang Z. He 34 3 0 09 Oct 2022
Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval Zheng Li Caili Guo Xin Wang Zerun Feng Jenq-Neng Hwang Zhongtian Du VLM 24 2 0 28 Sep 2022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability Peisong Wen Qianqian Xu Zhiyong Yang Yuan He Qingming Huang 53 10 0 27 Sep 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can Aydin Alatan 24 2 0 19 Sep 2022