v1v2v3 (latest)

No Fuss Distance Metric Learning using Proxies

21 March 2017

Yair Movshovitz-Attias

Sergey Ioffe

Papers citing "No Fuss Distance Metric Learning using Proxies"

50 / 326 papers shown

Title
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval Yunquan Zhu Xinkai Gao Bo Ke Ruizhi Qiao Xing Sun 68 6 0 08 Aug 2023
Center Contrastive Loss for Metric Learning Bolun Cai Pengfei Xiong Shangxuan Tian SSL 50 7 0 01 Aug 2023
HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning Xinting Liao Weiming Liu Chaochao Chen Pengyang Zhou Huabin Zhu Yanchao Tan Jun Wang Yue Qi FedML 83 12 0 26 Jul 2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery Hyungmin Kim Sungho Suh Daehwan Kim Daun Jeong Hansang Cho Junmo Kim CLL 82 14 0 20 Jul 2023
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning Qin Zhang Linghan Xu Qingming Tang Jun Fang Yingqi Wu Joseph Tighe Yifan Xing 64 5 0 08 Jul 2023
Mean Field Theory in Deep Metric Learning Takuya Furusawa 55 2 0 27 Jun 2023
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling Ye Wang Huazheng Pan Tao Zhang Wen Wu Wen-zhong Hu 82 5 0 26 Jun 2023
Deep Metric Learning with Soft Orthogonal Proxies F. Saberi-Movahed M. K. Ebrahimpour Farid Saberi-Movahed Monireh Moshavash Dorsa Rahmatian Mahvash Mohazzebi Mahdi Shariatzadeh M. Eftekhari 53 3 0 22 Jun 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives T. Eerola Daniel Batrakhanov Nastaran Vatankhah Barazandeh K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen Jukka Seppälä T. Tamminen Heikki Kälviäinen 82 12 0 19 May 2023
SRIL: Selective Regularization for Class-Incremental Learning Jisu Han Jaemin Na Wonjun Hwang CLL 141 0 0 09 May 2023
Robust Calibrate Proxy Loss for Deep Metric Learning Xinyue Li Jian Wang Wei Song Yanling Du Zhixiang Liu 52 1 0 06 Apr 2023
ERM++: An Improved Baseline for Domain Generalization Piotr Teterwak Kuniaki Saito Theodoros Tsiligkaridis Kate Saenko Bryan A. Plummer OOD 93 10 0 04 Apr 2023
Cross-Class Feature Augmentation for Class Incremental Learning Taehoon Kim Jaeyoo Park Bohyung Han CLL 57 5 0 04 Apr 2023
Adaptive Cross Batch Normalization for Metric Learning Thalaiyasingam Ajanthan Matt Ma Anton Van Den Hengel Stephen Gould 50 0 0 30 Mar 2023
Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification F. Faria Luiz H. Buris Luís A. M. Pereira F. Cappabianco 16 0 0 20 Mar 2023
Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning Sang-Ho Kim Lorenzo Noci Antonio Orvieto Thomas Hofmann CLL 101 41 0 16 Mar 2023
Data-Free Sketch-Based Image Retrieval Abhra Chaudhuri A. Bhunia Yi-Zhe Song Anjan Dutta 75 7 0 14 Mar 2023
Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning Cong Wang Zhiwei Jiang Yafeng Yin Zifeng Cheng Shiping Ge Qing Gu 26 5 0 01 Mar 2023
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification Lemuel Puglisi F. Barkhof Daniel C. Alexander Geoffrey J. M. Parker Arman Eshaghi D. Ravì 49 1 0 25 Feb 2023
Distinguishability Calibration to In-Context Learning Hongjing Li Hanqi Yan Yanran Li Li Qian Yulan He Lin Gui 77 2 0 13 Feb 2023
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval Maciej Wiatrak Eirini Arvaniti Angus Brayne Jonas Vetterle Aaron Sim 72 2 0 30 Jan 2023
Enhancing Face Recognition with Latent Space Data Augmentation and Facial Posture Reconstruction Soroush Hashemifar Abdolreza Marefat Javad Hassannataj Joloudari H. Hassanpour CVBM 119 11 0 27 Jan 2023
Inspecting class hierarchies in classification-based metric learning models Hyeongji Kim P. Parviainen Terje Berge K. Malde 47 0 0 26 Jan 2023
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization Sungyeon Kim Boseung Jung Suha Kwak 77 17 0 29 Dec 2022
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 90 7 0 21 Dec 2022
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 90 2 0 08 Dec 2022
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning Zheren Fu Zhendong Mao Bo Hu An-an Liu Yongdong Zhang 67 5 0 29 Nov 2022
Revisiting Distance Metric Learning for Few-Shot Natural Language Classification Witold Sosnowski Anna Wróblewska Karolina Seweryn P. Gawrysiak 51 0 0 28 Nov 2022
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Konstantin Kobs M. Steininger Andreas Hotho VLM 29 3 0 23 Nov 2022
Multimorbidity Content-Based Medical Image Retrieval Using Proxies Yu Xing Benjamin J. Meyer Mehrtash Harandi Tom Drummond Z. Ge 45 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 92 8 0 21 Nov 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 119 1 0 18 Nov 2022
Targeted Attention for Generalized- and Zero-Shot Learning Abhijit Suprem VLM 29 0 0 17 Nov 2022
FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data Tailin Zhou Jun Zhang Danny H. K. Tsang FedML 87 61 0 17 Nov 2022
Self-distillation with Online Diffusion on Batch Manifolds Improves Deep Metric Learning Zelong Zeng Fan Yang Hong Liu Shiníchi Satoh 85 0 0 14 Nov 2022
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Yiyang Chen Zhedong Zheng Wei Ji Leigang Qu Tat-Seng Chua 145 45 0 14 Nov 2022
Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval Deunsol Jung Dahyun Kang Suha Kwak Minsu Cho CLL 77 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 50 7 0 07 Nov 2022
AdaMS: Deep Metric Learning with Adaptive Margin and Adaptive Scale for Acoustic Word Discrimination Myunghun Jung Hoi-Rim Kim 43 2 0 26 Oct 2022
OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions Cheng-Hao Wang Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu SSL AI4TS 92 4 0 11 Oct 2022
BoundaryFace: A mining framework with noise label self-correction for Face Recognition Shijie Wu Xun Gong NoLa 68 11 0 10 Oct 2022
Visually Similar Products Retrieval for Shopsy P. Nadkarni Narendra Varma Dasararaju 43 0 0 10 Oct 2022
Contrastive Bayesian Analysis for Deep Metric Learning Shichao Kan Zhiquan He Yigang Cen Yang Li Mladenovic Vladimir Z. He 74 19 0 10 Oct 2022
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri Massimiliano Mancini Zeynep Akata Anjan Dutta 60 4 0 05 Oct 2022
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation Rong Li Anh-Quan Cao Raoul de Charette 3DV 3DPC 198 15 0 04 Oct 2022
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies Xue Liu Dan Sun X. Cao Hao Ye Wei Wei 71 0 0 02 Oct 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 76 2 0 19 Sep 2022
Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability Dongmin Hyun Chanyoung Park Junsu Cho Hwanjo Yu HAI 73 6 0 14 Sep 2022
Learning Deep Optimal Embeddings with Sinkhorn Divergences S. Roy Yan Han Mehrtash Harandi L. Petersson 70 0 0 14 Sep 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 58 13 0 18 Aug 2022