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
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 95 14 0 09 Sep 2021
Recall@k Surrogate Loss with Large Batches and Similarity Mixup Yash J. Patel Giorgos Tolias Jirí Matas VLM 87 56 0 25 Aug 2021
Deep Relational Metric Learning Wenzhao Zheng Borui Zhang Jiwen Lu Jie Zhou 103 43 0 23 Aug 2021
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning Bhavya Vasudeva Puneesh Deora Saumik Bhattacharya Umapada Pal S. Chanda 68 15 0 20 Aug 2021
Temporal Action Segmentation with High-level Complex Activity Labels Guodong Ding Angela Yao 77 18 0 15 Aug 2021
Towards Interpretable Deep Metric Learning with Structural Matching Wenliang Zhao Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou FedML 68 47 0 12 Aug 2021
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations Josh Beal Hao Wu Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 55 30 0 12 Aug 2021
ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer Boseung Jeong Jicheol Park Suha Kwak 138 23 0 10 Aug 2021
Dynamic Relevance Learning for Few-Shot Object Detection Weijie Liu Chong Wang Haohe Li Shenghao Yu Xiaogang Xu ObjD 92 10 0 04 Aug 2021
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui Chunyan Miao NoLa 64 0 0 03 Aug 2021
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey Jiali Duan C.-C. Jay Kuo 96 8 0 29 Jul 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning Timo Milbich Karsten Roth Samarth Sinha Ludwig Schmidt Marzyeh Ghassemi Bjorn Ommer OOD OODD 116 22 0 20 Jul 2021
Unsupervised Proxy Selection for Session-based Recommender Systems Junsu Cho SeongKu Kang Dongmin Hyun Hwanjo Yu 89 22 0 08 Jul 2021
Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods Davood Zabihzadeh Zahraa Alitbi Seyed Jalaleddin Mousavirad FedML 122 6 0 02 Jul 2021
Hotel Recognition via Latent Image Embedding B. Tseytlin Ilya Makarov DML SSL 56 9 0 15 Jun 2021
Self-Supervised Metric Learning in Multi-View Data: A Downstream Task Perspective Shulei Wang SSL 60 3 0 14 Jun 2021
Atlas Based Representation and Metric Learning on Manifolds Eric O. Korman 26 3 0 13 Jun 2021
A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks K. Al-Kaabi R. Monsefi Davood Zabihzadeh 116 8 0 11 Jun 2021
Artificial Intelligence in Drug Discovery: Applications and Techniques Jianyuan Deng Zhibo Yang Iwao Ojima Dimitris Samaras Fusheng Wang AI4TS 121 112 0 09 Jun 2021
It Takes Two to Tango: Mixup for Deep Metric Learning Shashanka Venkataramanan Bill Psomas Ewa Kijak Laurent Amsaleg Konstantinos Karantzalos Yannis Avrithis 102 26 0 09 Jun 2021
SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning Jiayi Ma Yuxin Deng 68 5 0 08 Jun 2021
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning Jannik Kossen Neil Band Clare Lyle Aidan Gomez Tom Rainforth Y. Gal OOD 3DPC 116 142 0 04 Jun 2021
Unsupervised Visual Representation Learning by Online Constrained K-Means Qi Qian Yuanhong Xu Juhua Hu Hao Li Rong Jin CML SSL 77 36 0 24 May 2021
VS-Net: Voting with Segmentation for Visual Localization Zhaoyang Huang Han Zhou Yijin Li Bangbang Yang Yan Xu Xiaowei Zhou Hujun Bao Guofeng Zhang Hongsheng Li 3DPC 84 43 0 23 May 2021
IDEAL: Independent Domain Embedding Augmentation Learning Zhiyuan Chen Guang Yao Wennan Ma Lin Xu OOD 99 1 0 21 May 2021
Semi-Supervised Metric Learning: A Deep Resurrection U. Dutta Mehrtash Harandi C. Sekhar 44 7 0 10 May 2021
End-to-end One-shot Human Parsing Haoyu He Bohan Zhuang Jing Zhang Jianfei Cai Dacheng Tao VLM 75 8 0 04 May 2021
VeriMedi: Pill Identification using Proxy-based Deep Metric Learning and Exact Solution Tekin Evrim Ozmermer Viktors Roze Stanislavs Hilcuks A. Neščerecka MedIm 27 3 0 22 Apr 2021
Continual learning in cross-modal retrieval Kai Wang Luis Herranz Joost van de Weijer CLL 49 14 0 14 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Astuti Sharma Tarun Kalluri Manmohan Chandraker 61 49 0 03 Apr 2021
Learning with Memory-based Virtual Classes for Deep Metric Learning ByungSoo Ko Geonmo Gu Han-Gyu Kim VLM 86 28 0 31 Mar 2021
Noise-resistant Deep Metric Learning with Ranking-based Instance Selection Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui Chunyan Miao NoLa 80 38 0 30 Mar 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 95 42 0 29 Mar 2021
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning Geonmo Gu ByungSoo Ko Han-Gyu Kim 54 36 0 29 Mar 2021
Embedding Transfer with Label Relaxation for Improved Metric Learning Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak 77 32 0 27 Mar 2021
Modeling the Compatibility of Stem Tracks to Generate Music Mashups Jiawen Huang Ju-Chiang Wang Jordan B. L. Smith Xuchen Song Yuxuan Wang 62 13 0 26 Mar 2021
Rethinking Deep Contrastive Learning with Embedding Memory Haozhi Zhang Xun Wang Weilin Huang Matthew R. Scott 53 3 0 25 Mar 2021
Hierarchical Proxy-based Loss for Deep Metric Learning Zhibo Yang M. Bastan Xinliang Zhu Douglas Gray Dimitris Samaras 73 27 0 25 Mar 2021
Balanced softmax cross-entropy for incremental learning with and without memory Quentin Jodelet Xin Liu T. Murata CLL 104 28 0 23 Mar 2021
Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales Yifan Sun Yuke Zhu Yuhan Zhang Pengkun Zheng Xi Qiu Chi Zhang Yichen Wei 65 17 0 22 Mar 2021
Improving Image co-segmentation via Deep Metric Learning Zhengwen Li Xiabi Liu VLM 26 1 0 19 Mar 2021
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition S. S. Khalid Muhammad Awais Chi-Ho Chan Zhenhua Feng Ammarah Farooq A. Akbari J. Kittler CVBM 73 10 0 05 Mar 2021
Learning ABCs: Approximate Bijective Correspondence for isolating factors of variation with weak supervision Kieran A. Murphy Varun Jampani Srikumar Ramalingam A. Makadia 88 2 0 04 Mar 2021
Learning Intra-Batch Connections for Deep Metric Learning Jenny Seidenschwarz Ismail Elezi Laura Leal-Taixé FedML 78 54 0 15 Feb 2021
Training Vision Transformers for Image Retrieval Alaaeldin El-Nouby Natalia Neverova Ivan Laptev Hervé Jégou ViT 136 159 0 10 Feb 2021
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough Zhu Li Weiqing Min Jiajun Song Yaohui Zhu Liping Kang Xiaoming Wei Xiaolin K. Wei Shuqiang Jiang 175 10 0 09 Feb 2021
Improving memory banks for unsupervised learning with large mini-batch, consistency and hard negative mining Adrian Bulat Enrique Sánchez-Lozano Georgios Tzimiropoulos 75 5 0 08 Feb 2021
MOTS R-CNN: Cosine-margin-triplet loss for multi-object tracking Amit Satish Unde Renu M. Rameshan VOT MQ 68 5 0 06 Feb 2021
Metric Learning for Session-based Recommendations Bartlomiej Twardowski P. Zawistowski Szymon Zaborowski DML 54 6 0 07 Jan 2021
Camera-aware Proxies for Unsupervised Person Re-Identification Menglin Wang Baisheng Lai Jianqiang Huang Xiaojin Gong Xiansheng Hua 86 202 0 19 Dec 2020