Learning Intra-Batch Connections for Deep Metric Learning

Learning Intra-Batch Connections for Deep Metric Learning

15 February 2021

Jenny Seidenschwarz

Laura Leal-Taixé

Papers citing "Learning Intra-Batch Connections for Deep Metric Learning"

14 / 14 papers shown

Title
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines Xin Jiang Hao Tang Rui Yan Jinhui Tang Zechao Li 47 4 0 24 Apr 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 46 7 0 01 Jan 2024
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations Nikolaos-Antonios Ypsilantis Kaifeng Chen Bingyi Cao Mário Lipovský Pelin Dogan-Schönberger Grzegorz Makosa Boris Bluntschli Mojtaba Seyedhosseini Ondrej Chum André Araujo SSL 31 13 0 04 Sep 2023
Generalizable Embeddings with Cross-batch Metric Learning Y. Z. Gürbüz A. Aydin Alatan FedML 46 2 0 14 Jul 2023
Coded Residual Transform for Generalizable Deep Metric Learning Shichao Kan Yixiong Liang Min Li Yigang Cen Jianxin Wang Z. He 36 3 0 09 Oct 2022
Granularity-aware Adaptation for Image Retrieval over Multiple Tasks Jon Almazán ByungSoo Ko Geonmo Gu Diane Larlus Yannis Kalantidis ObjD VLM 48 7 0 05 Oct 2022
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization Christopher Liao Theodoros Tsiligkaridis Brian Kulis SSL 34 5 0 04 Oct 2022
Deep Metric Learning with Chance Constraints Y. Z. Gürbüz Ogul Can A. Aydin Alatan 29 2 0 19 Sep 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 32 12 0 04 Apr 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 29 36 0 16 Mar 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention Carl Edwards Heng Ji 32 9 0 12 Feb 2022
Recall@k Surrogate Loss with Large Batches and Similarity Mixup Yash J. Patel Giorgos Tolias Jirí Matas VLM 44 54 0 25 Aug 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 264 3,243 0 24 Nov 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 311 31,280 0 16 Jan 2013