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Learning Intra-Batch Connections for Deep Metric Learning
International Conference on Machine Learning (ICML), 2021
15 February 2021
Jenny Seidenschwarz
Ismail Elezi
Laura Leal-Taixé
FedML
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Papers citing
"Learning Intra-Batch Connections for Deep Metric Learning"
31 / 31 papers shown
Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution Detection
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Zakaria Laskar
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183
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SAGE: Spatial-visual Adaptive Graph Exploration for Efficient Visual Place Recognition
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Changwei Wang
Rongtao Xu
Xingtian Pei
Yukun Song
Jinzhou Lin
Wenhao Xu
Jingyi Zhang
Li Guo
Shibiao Xu
258
1
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30 Sep 2025
Adversarial Reconstruction Feedback for Robust Fine-grained Generalization
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Jian Shi
Haojie Li
202
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29 Jul 2025
Fine-grained Image Retrieval via Dual-Vision Adaptation
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Meiqi Cao
Hao Tang
Fei Shen
Zechao Li
447
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19 Jun 2025
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning
IEEE Transactions on Image Processing (TIP), 2024
Haiwen Diao
Ying Zhang
Shang Gao
Jiawen Zhu
Long Chen
Huchuan Lu
257
9
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20 Oct 2024
Realigned Softmax Warping for Deep Metric Learning
Michael DeMoor
John J. Prevost
447
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28 Aug 2024
Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval
Xiaowan Hu
Yiyi Chen
Yan Li
Minquan Wang
Haoqian Wang
Quan Chen
Han Li
Peng Jiang
AI4TS
345
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23 Jul 2024
Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric
XiRuo Jiang
Yazhou Yao
Xili Dai
Fumin Shen
Xian-Sheng Hua
Heng-Tao Shen
283
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0
03 Jul 2024
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines
Xin Jiang
Hao Tang
Rui Yan
Jinhui Tang
Zechao Li
301
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0
24 Apr 2024
FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Hossein Rajoli
Sahand Khoshdel
Fatemeh Afghah
Xiaolong Ma
313
9
0
09 Apr 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation
AAAI Conference on Artificial Intelligence (AAAI), 2024
Li Ren
Chen Chen
Liqiang Wang
Kien Hua
258
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0
01 Jan 2024
ProcSim: Proxy-based Confidence for Robust Similarity Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Oriol Barbany
Xiaofan Lin
Muhammet Bastan
Arnab Dhua
346
2
0
01 Nov 2023
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation
Qiyu Sun
Huilin Chen
Meng Zheng
Ziyan Wu
Michael Felsberg
Yang Tang
340
7
0
12 Sep 2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations
IEEE International Conference on Computer Vision (ICCV), 2023
Nikolaos-Antonios Ypsilantis
Kaifeng Chen
Bingyi Cao
Mário Lipovský
Pelin Dogan-Schönberger
Grzegorz Makosa
Boris Bluntschli
Mojtaba Seyedhosseini
Ondrej Chum
André Araujo
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295
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04 Sep 2023
Generalized Sum Pooling for Metric Learning
IEEE International Conference on Computer Vision (ICCV), 2023
†. YetiZ.Gürbüz
Ozan Sener
Alatan RSiM
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378
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18 Aug 2023
Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data
ACM Multimedia (ACM MM), 2023
Xinting Liao
Chaochao Chen
Weiming Liu
Pengyang Zhou
Huabin Zhu
Shuheng Shen
Weiqiang Wang
Mengling Hu
Yanchao Tan
Xiaolin Zheng
FedML
196
8
0
17 Aug 2023
Generalizable Embeddings with Cross-batch Metric Learning
International Conference on Information Photonics (ICIP), 2023
Y. Z. Gürbüz
A. Aydin Alatan
FedML
407
2
0
14 Jul 2023
Self-Attention Message Passing for Contrastive Few-Shot Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ojas Kishorkumar Shirekar
Ashutosh Kumar Singh
Hadi Jamali Rad
319
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0
12 Oct 2022
Coded Residual Transform for Generalizable Deep Metric Learning
Neural Information Processing Systems (NeurIPS), 2022
Shichao Kan
Yixiong Liang
Min Li
Yigang Cen
Jianxin Wang
Z. He
323
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0
09 Oct 2022
Granularity-aware Adaptation for Image Retrieval over Multiple Tasks
European Conference on Computer Vision (ECCV), 2022
Jon Almazán
ByungSoo Ko
Geonmo Gu
Diane Larlus
Yannis Kalantidis
ObjD
VLM
351
8
0
05 Oct 2022
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization
International Conference on Machine Learning (ICML), 2022
Christopher Liao
Theodoros Tsiligkaridis
Brian Kulis
SSL
388
10
0
04 Oct 2022
Deep Metric Learning with Chance Constraints
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Y. Z. Gürbüz
Ogul Can
A. Aydin Alatan
488
3
0
19 Sep 2022
Fine-grained Retrieval Prompt Tuning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shijie Wang
Jianlong Chang
Zhihui Wang
Haojie Li
Wanli Ouyang
Qi Tian
VLM
VPVLM
261
26
0
29 Jul 2022
The Group Loss++: A deeper look into group loss for deep metric learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Ismail Elezi
Jenny Seidenschwarz
Laurin Wagner
Sebastiano Vascon
Alessandro Torcinovich
Marcello Pelillo
Laura Leal-Taixe
222
16
0
04 Apr 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Karsten Roth
Oriol Vinyals
Zeynep Akata
346
47
0
16 Mar 2022
Integrating Language Guidance into Vision-based Deep Metric Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Karsten Roth
Oriol Vinyals
Zeynep Akata
VLM
317
33
0
16 Mar 2022
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Carl Edwards
Heng Ji
206
12
0
12 Feb 2022
Recall@k Surrogate Loss with Large Batches and Similarity Mixup
Computer Vision and Pattern Recognition (CVPR), 2021
Yash J. Patel
Giorgos Tolias
Jirí Matas
VLM
405
69
0
25 Aug 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning
Neural Information Processing Systems (NeurIPS), 2021
Timo Milbich
Karsten Roth
Samarth Sinha
Ludwig Schmidt
Marzyeh Ghassemi
Bjorn Ommer
OOD
OODD
411
24
0
20 Jul 2021
Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning
Neural Information Processing Systems (NeurIPS), 2021
Jannik Kossen
Neil Band
Clare Lyle
Aidan Gomez
Tom Rainforth
Y. Gal
OOD
3DPC
369
167
0
04 Jun 2021
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