Proxy Anchor Loss for Deep Metric Learning

31 March 2020

Papers citing "Proxy Anchor Loss for Deep Metric Learning"

50 / 56 papers shown

Title
Inclusive Training Separation and Implicit Knowledge Interaction for Balanced Online Class-Incremental Learning Shunjie Wen Thomas Heinis Dong-Wan Choi CLL 44 0 0 29 Apr 2025
Multi-modal Reference Learning for Fine-grained Text-to-Image Retrieval Zehong Ma Hao Chen Wei Zeng Limin Su Shiliang Zhang AI4TS 35 0 0 10 Apr 2025
Towards Fine-Grained Webpage Fingerprinting at Scale Xiyuan Zhao Xinhao Deng Qi Li Yunpeng Liu Zhuotao Liu Kun Sun Ke Xu 36 2 0 06 Sep 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
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
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition Chong Wang Yuanhong Chen Fengbei Liu Yuyuan Liu Davis J. McCarthy Helen Frazer Gustavo Carneiro 29 1 0 30 Nov 2023
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 20 4 0 09 Nov 2023
Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Grzegorz Rype'sć Daniel Marczak Sebastian Cygert Tomasz Trzciñski Bartlomiej Twardowski VLM CLL 33 2 0 23 Aug 2023
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval Yunquan Zhu Xinkai Gao Bo Ke Ruizhi Qiao Xing Sun 21 4 0 08 Aug 2023
Generalizable Embeddings with Cross-batch Metric Learning Y. Z. Gürbüz A. Aydin Alatan FedML 44 2 0 14 Jul 2023
Mean Field Theory in Deep Metric Learning Takuya Furusawa 30 2 0 27 Jun 2023
Global Proxy-based Hard Mining for Visual Place Recognition A. Ali-bey B. Chaib-draa Philippe Giguère 19 6 0 28 Feb 2023
Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization Daoan Zhang Mingkai Chen Chenming Li Lingyun Huang Jianguo Zhang OOD 24 9 0 05 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 30 2 0 30 Jan 2023
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
Revisiting Distance Metric Learning for Few-Shot Natural Language Classification Witold Sosnowski Anna Wróblewska Karolina Seweryn P. Gawrysiak 21 0 0 28 Nov 2022
Multimorbidity Content-Based Medical Image Retrieval Using Proxies Yu Xing Benjamin J. Meyer Mehrtash Harandi Tom Drummond Z. Ge 27 0 0 22 Nov 2022
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance Jihwan Bae Junwon Seo Taekyung Kim Hae-Gon Jeon K. Kwak Inwook Shim 18 8 0 21 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 24 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
Contrastive Classification and Representation Learning with Probabilistic Interpretation Rahaf Aljundi Yash J. Patel Milan Šulc Daniel Olmeda N. Chumerin SSL 31 5 0 07 Nov 2022
5th Place Solution to Kaggle Google Universal Image Embedding Competition Noriaki Ota Shingo Yokoi Shinsuke Yamaoka 118 2 0 18 Oct 2022
Visually Similar Products Retrieval for Shopsy P. Nadkarni Narendra Varma Dasararaju 25 0 0 10 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
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 23 4 0 05 Oct 2022
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization Christopher Liao Theodoros Tsiligkaridis Brian Kulis SSL 32 5 0 04 Oct 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 27 2 0 19 Sep 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations Manuel Nonnenmacher Lukas Oldenburg Ingo Steinwart David Reeb AI4TS 31 21 0 23 Jun 2022
Self-Taught Metric Learning without Labels Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak SSL 24 20 0 04 May 2022
The Group Loss++: A deeper look into group loss for deep metric learning Ismail Elezi Jenny Seidenschwarz Laurin Wagner Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 29 12 0 04 Apr 2022
Attributable Visual Similarity Learning Borui Zhang Wenzhao Zheng Jie Zhou Jiwen Lu 22 17 0 28 Mar 2022
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Natalie Dullerud Karsten Roth Kimia Hamidieh Nicolas Papernot Marzyeh Ghassemi 30 15 0 23 Mar 2022
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning Aleksandr Ermolov L. Mirvakhabova Valentin Khrulkov N. Sebe Ivan Oseledets 30 100 0 21 Mar 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 24 36 0 16 Mar 2022
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? Yifei Ming Yiyou Sun Ousmane Amadou Dia Yixuan Li OODD 26 95 0 08 Mar 2022
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch Training J. Komorowski 3DPC 27 62 0 02 Mar 2022
Dissecting the impact of different loss functions with gradient surgery Hong Xuan Robert Pless 25 1 0 27 Jan 2022
Adaptive neighborhood Metric learning Kun Song Junwei Han Gong Cheng Jiwen Lu Feiping Nie 17 27 0 20 Jan 2022
Multi-Head Deep Metric Learning Using Global and Local Representations M. K. Ebrahimpour Gang Qian Allison Beach 27 8 0 28 Dec 2021
Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval Zhongping Zhang Yiwen Gu Bryan A. Plummer 45 2 0 11 Dec 2021
D $^2$ LV: A Data-Driven and Local-Verification Approach for Image Copy Detection Wenhao Wang Yifan Sun Weipu Zhang Yi Yang 29 7 0 13 Nov 2021
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 154 217 0 12 Oct 2021
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 32 14 0 09 Sep 2021
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer Boseung Jeong Jicheol Park Suha Kwak 63 21 0 10 Aug 2021
All the attention you need: Global-local, spatial-channel attention for image retrieval Chull Hwan Song Hye Joo Han Yannis Avrithis 16 39 0 16 Jul 2021
It Takes Two to Tango: Mixup for Deep Metric Learning Shashanka Venkataramanan Bill Psomas Ewa Kijak Laurent Amsaleg Konstantinos Karantzalos Yannis Avrithis 26 25 0 09 Jun 2021
VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution Tekin Evrim Ozmermer Viktors Roze Stanislavs Hilcuks A. Neščerecka MedIm 21 2 0 22 Apr 2021