Deep Metric Learning Beyond Binary Supervision

21 April 2019

Papers citing "Deep Metric Learning Beyond Binary Supervision"

39 / 39 papers shown

Title
Prompt Augmentation for Self-supervised Text-guided Image Manipulation Rumeysa Bodur Binod Bhattarai Tae-Kyun Kim DiffM 68 2 0 17 Dec 2024
Hierarchical localization with panoramic views and triplet loss functions Marcos Alfaro J. Cabrera Luis Miguel Jiménez García Ó. Reinoso L. Payá 27 2 0 22 Apr 2024
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining Bumsoo Kim Yeonsik Jo Jinhyung Kim S. Kim VLM 27 7 0 19 Dec 2023
Partial Symmetry Detection for 3D Geometry using Contrastive Learning with Geodesic Point Cloud Patches Gregor Kobsik I. Lim Leif Kobbelt 3DPC 40 0 0 13 Dec 2023
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning Maxwell A. Xu Alexander Moreno Hui Wei Benjamin M. Marlin James M. Rehg AI4TS SSL 34 11 0 01 Nov 2023
Pairwise Similarity Learning is SimPLE Yandong Wen Weiyang Liu Yao Feng Bhiksha Raj Rita Singh Adrian Weller Michael J. Black Bernhard Schölkopf 33 6 0 13 Oct 2023
Prototype Learning for Explainable Brain Age Prediction L. Hesse Nicola K. Dinsdale Ana I. L. Namburete MedIm 25 0 0 16 Jun 2023
Data-efficient Large Scale Place Recognition with Graded Similarity Supervision María Leyva-Vallina N. Strisciuglio N. Petkov 21 45 0 21 Mar 2023
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization Sungyeon Kim Boseung Jung Suha Kwak 25 15 0 29 Dec 2022
Efficient Malware Analysis Using Metric Embeddings Ethan M. Rudd David B. Krisiloff Scott E. Coull Daniel Olszewski Edward Raff James Holt AAML 25 6 0 05 Dec 2022
Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval Deunsol Jung Dahyun Kang Suha Kwak Minsu Cho CLL 27 8 0 14 Nov 2022
DAS: Densely-Anchored Sampling for Deep Metric Learning Lizhao Liu Shan Huang Zhuangwei Zhuang Ran Yang Mingkui Tan Yaowei Wang 22 7 0 30 Jul 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations Manuel Nonnenmacher Lukas Oldenburg Ingo Steinwart David Reeb AI4TS 28 21 0 23 Jun 2022
Self-Taught Metric Learning without Labels Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak SSL 21 20 0 04 May 2022
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection? Yifei Ming Yiyou Sun Ousmane Amadou Dia Yixuan Li OODD 26 95 0 08 Mar 2022
Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning Adina Zell Gencer Sumbul Begüm Demir 9 2 0 23 Feb 2022
Mold into a Graph: Efficient Bayesian Optimization over Mixed-Spaces Jaeyeon Ahn Taehyeon Kim Seyoung Yun 24 0 0 02 Feb 2022
Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series Jurijs Nazarovs C. Lumezanu Qianying Ren Yuncong Chen Takehiko Mizoguchi Dongjin Song Haifeng Chen AI4TS 11 0 0 24 Jan 2022
Learning to Generate Novel Classes for Deep Metric Learning Kyungmoo Lee Sungyeon Kim Seunghoon Hong Suha Kwak 16 1 0 04 Jan 2022
Multi-Head Deep Metric Learning Using Global and Local Representations M. K. Ebrahimpour Gang Qian Allison Beach 27 8 0 28 Dec 2021
High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning Antoine Grosnit Rasul Tutunov A. Maraval Ryan-Rhys Griffiths Alexander I. Cowen-Rivers ... Wenlong Lyu Zhitang Chen Jun Wang Jan Peters Haitham Bou-Ammar BDL DRL 22 59 0 07 Jun 2021
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval Gencer Sumbul Mahdyar Ravanbakhsh Begüm Demir 19 23 0 08 May 2021
LaLaLoc: Latent Layout Localisation in Dynamic, Unvisited Environments Henry Howard-Jenkins J. Ruiz-Sarmiento V. Prisacariu 24 18 0 19 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Astuti Sharma Tarun Kalluri Manmohan Chandraker 12 48 0 03 Apr 2021
Embedding Transfer with Label Relaxation for Improved Metric Learning Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak 27 32 0 27 Mar 2021
On Semantic Similarity in Video Retrieval Michael Wray Hazel Doughty Dima Damen 29 66 0 18 Mar 2021
Generalized Contrastive Optimization of Siamese Networks for Place Recognition María Leyva-Vallina N. Strisciuglio N. Petkov 10 31 0 11 Mar 2021
Practical Relative Order Attack in Deep Ranking Mo Zhou Le Wang Zhenxing Niu Qilin Zhang Yinghui Xu N. Zheng G. Hua 13 18 0 09 Mar 2021
A Unified Batch Selection Policy for Active Metric Learning Priyadarshini Kumari S. Chaudhuri Vivek Borkar S. Chaudhuri 15 2 0 15 Feb 2021
Structured Visual Search via Composition-aware Learning Mert Kilickaya A. Smeulders CoGe 17 5 0 27 Oct 2020
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning Hyunseung Chung Woo-Jeoung Nam Seong-Whan Lee 14 3 0 19 Oct 2020
FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching Xiangru Tang Alan J. Aw 8 0 0 12 Oct 2020
Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images Janine Thoma D. Paudel Ajad Chhatkuli Luc Van Gool 9 2 0 27 Aug 2020
Emotion-Based End-to-End Matching Between Image and Music in Valence-Arousal Space Sicheng Zhao Yaxian Li Xingxu Yao Weizhi Nie Pengfei Xu Jufeng Yang Kurt Keutzer 11 29 0 22 Aug 2020
A Generic Visualization Approach for Convolutional Neural Networks Ahmed Taha Xitong Yang Abhinav Shrivastava L. Davis 23 8 0 19 Jul 2020
Asymmetric metric learning for knowledge transfer Mateusz Budnik Yannis Avrithis 19 35 0 29 Jun 2020
Proxy Anchor Loss for Deep Metric Learning Sungyeon Kim Dongwon Kim Minsu Cho Suha Kwak 14 351 0 31 Mar 2020
Adapting Grad-CAM for Embedding Networks Lei Chen Jianhui Chen Hossein Hajimirsadeghi Greg Mori 22 53 0 17 Jan 2020
Instance Cross Entropy for Deep Metric Learning Xinshao Wang Elyor Kodirov Yang Hua N. Robertson 19 5 0 22 Nov 2019