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PADS: Policy-Adapted Sampling for Visual Similarity Learning

Computer Vision and Pattern Recognition (CVPR), 2020

24 March 2020

Karsten Roth

Timo Milbich

Bjorn Ommer

ArXiv (abs)PDF HTML Github (61★)

Papers citing "PADS: Policy-Adapted Sampling for Visual Similarity Learning"

23 / 23 papers shown

Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

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Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric

Yazhou Yao

Heng-Tao Shen

271

03 Jul 2024

Introspective Deep Metric LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Jie Zhou

296

11 Sep 2023

Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-trainingComputer Vision and Pattern Recognition (CVPR), 2023

Yang Chen

256

02 Mar 2023

Self-distillation with Online Diffusion on Batch Manifolds Improves Deep Metric Learning

Zelong Zeng

Fan Yang

Hong Liu

Shiníchi Satoh

230

14 Nov 2022

Contrastive Bayesian Analysis for Deep Metric LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

317

10 Oct 2022

A Non-isotropic Probabilistic Take on Proxy-based Deep Metric LearningEuropean Conference on Computer Vision (ECCV), 2022

369

08 Jul 2022

From

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-SNE to UMAP with contrastive learningInternational Conference on Learning Representations (ICLR), 2022

450

03 Jun 2022

Introspective Deep Metric Learning for Image Retrieval

Jie Zhou

258

09 May 2022

Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric LearningInternational Conference on Learning Representations (ICLR), 2022

343

23 Mar 2022

Non-isotropy Regularization for Proxy-based Deep Metric LearningComputer Vision and Pattern Recognition (CVPR), 2022

Karsten Roth

Oriol Vinyals

Zeynep Akata

341

16 Mar 2022

Integrating Language Guidance into Vision-based Deep Metric LearningComputer Vision and Pattern Recognition (CVPR), 2022

299

16 Mar 2022

CBIR using Pre-Trained Neural Networks

234

27 Oct 2021

Improving Deep Metric Learning by Divide and ConquerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

291

09 Sep 2021

Deep Relational Metric LearningIEEE International Conference on Computer Vision (ICCV), 2021

Wenzhao Zheng

Borui Zhang

Jiwen Lu

Jie Zhou

304

23 Aug 2021

Towards Interpretable Deep Metric Learning with Structural MatchingIEEE International Conference on Computer Vision (ICCV), 2021

Wenliang Zhao

Jie Zhou

313

12 Aug 2021

Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric LearningNeural Information Processing Systems (NeurIPS), 2021

392

20 Jul 2021

Learning Intra-Batch Connections for Deep Metric LearningInternational Conference on Machine Learning (ICML), 2021

Jenny Seidenschwarz

Ismail Elezi

Laura Leal-Taixé

FedML

310

15 Feb 2021

Multi-level Distance Regularization for Deep Metric LearningAAAI Conference on Artificial Intelligence (AAAI), 2021

Y. Kim

Wonpyo Park

186

08 Feb 2021

S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric LearningInternational Conference on Machine Learning (ICML), 2020

450

17 Sep 2020

Uniform Priors for Data-Efficient Transfer

288

30 Jun 2020

DiVA: Diverse Visual Feature Aggregation for Deep Metric LearningEuropean Conference on Computer Vision (ECCV), 2020

Homanga Bharadhwaj

387

28 Apr 2020

Revisiting Training Strategies and Generalization Performance in Deep Metric LearningInternational Conference on Machine Learning (ICML), 2020

1.2K

187

19 Feb 2020