Deep metric learning using Triplet network

20 December 2014

Papers citing "Deep metric learning using Triplet network"

50 / 240 papers shown

Title
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition Chengcheng Han Renyu Zhu Jun Kuang Feng-Xiang Chen Xiang Li Ming Gao Xuezhi Cao Wei Wu 33 5 0 14 Feb 2023
SpeckleNN: A unified embedding for real-time speckle pattern classification in X-ray single-particle imaging with limited labeled examples Cong Wang Eric Florin Hsing-Yin Chang Jana Thayer Chun Hong Yoon 29 5 0 14 Feb 2023
Anti-Compression Contrastive Facial Forgery Detection Jiajun Huang Xinqi Zhu Chengbin Du Siqi Ma Surya Nepal Chang Xu CVBM 32 3 0 13 Feb 2023
Learning Generalized Hybrid Proximity Representation for Image Recognition Zhiyuan Li Anca L. Ralescu 26 3 0 31 Jan 2023
Label Inference Attack against Split Learning under Regression Setting Shangyu Xie Xin Yang Yuanshun Yao Tianyi Liu Taiqing Wang Jiankai Sun FedML 29 9 0 18 Jan 2023
A survey and taxonomy of loss functions in machine learning Lorenzo Ciampiconi A. Elwood Marco Leonardi A. Mohamed A. Rozza MU FaML 11 26 0 13 Jan 2023
DDSupport: Language Learning Support System that Displays Differences and Distances from Model Speech Kazuki Kawamura Jun Rekimoto 28 0 0 08 Dec 2022
Efficient Malware Analysis Using Metric Embeddings Ethan M. Rudd David B. Krisiloff Scott E. Coull Daniel Olszewski Edward Raff James Holt AAML 28 6 0 05 Dec 2022
ObjectMatch: Robust Registration using Canonical Object Correspondences Can Gümeli Angela Dai Matthias Nießner 3DPC 33 12 0 05 Dec 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 24 1 0 18 Nov 2022
Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel Selim F. Yilmaz Can Karamanli Deniz Gunduz 47 25 0 17 Nov 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
On the Informativeness of Supervision Signals Ilia Sucholutsky Ruairidh M. Battleday Katherine M. Collins Raja Marjieh Joshua C. Peterson Pulkit Singh Umang Bhatt Nori Jacoby Adrian Weller Thomas L. Griffiths 27 12 0 02 Nov 2022
Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting Peng-Fei Hou Jie Han Xingyu Li AAML OOD 23 11 0 26 Oct 2022
Image-Text Retrieval with Binary and Continuous Label Supervision Zheng Li Caili Guo Zerun Feng Lei Li Ying Jin Yufeng Zhang VLM 32 4 0 20 Oct 2022
Semantic Video Moments Retrieval at Scale: A New Task and a Baseline Na Li 26 0 0 15 Oct 2022
Multi-Modal Human Authentication Using Silhouettes, Gait and RGB Yuxiang Guo Cheng-Fang Peng Chun Pong Lau Rama Chellappa CVBM 39 14 0 08 Oct 2022
Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval Zheng Li Caili Guo Xin Wang Zerun Feng Lei Li Zhongtian Du VLM 24 2 0 28 Sep 2022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability Peisong Wen Qianqian Xu Zhiyong Yang Yuan He Qingming Huang 53 10 0 27 Sep 2022
Sampling Agnostic Feature Representation for Long-Term Person Re-identification Seongyeop Yang Byeongkeun Kang Yeejin Lee OOD 25 16 0 20 Sep 2022
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition Thanh-Dat Truong C. Duong Ngan Le Marios Savvides Khoa Luu CVBM 72 9 0 11 Sep 2022
Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Saptarshi Sinha Hiroki Ohashi 19 6 0 07 Sep 2022
A Realism Metric for Generated LiDAR Point Clouds Larissa T. Triess Christoph B. Rist David Peter J. Marius Zöllner 3DPC 37 8 0 31 Aug 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 13 2 0 17 Aug 2022
Representation learning for a generalized, quantitative comparison of complex model outputs Colin G. Cess Stacey D. Finley 22 2 0 12 Aug 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 37 15 0 08 Aug 2022
Sublinear Time Algorithm for Online Weighted Bipartite Matching Han Hu Zhao Song Runzhou Tao Zhaozhuo Xu Junze Yin Danyang Zhuo 29 7 0 05 Aug 2022
Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification Hyungtae Lee Sungmin Eum H. Kwon VLM 22 4 0 20 Jul 2022
Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification Chenghua Zeng Huijuan Lu Kanghao Chen Ruixuan Wang Weishi Zheng 32 2 0 14 Jul 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users Gregory H. Canal Blake Mason Ramya Korlakai Vinayak R. Nowak FedML 17 11 0 07 Jul 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 34 272 0 17 Jun 2022
Contrastive Learning as Goal-Conditioned Reinforcement Learning Benjamin Eysenbach Tianjun Zhang Ruslan Salakhutdinov Sergey Levine SSL OffRL 31 140 0 15 Jun 2022
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 21 17 0 07 Jun 2022
Guided Deep Metric Learning Jorge Gonzalez-Zapata Iván Reyes-Amezcua Daniel Flores-Araiza M. Mendez-Ruiz G. Ochoa-Ruiz Andres Mendez-Vazquez FedML 32 5 0 04 Jun 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 50 344 0 13 May 2022
Training and challenging models for text-guided fashion image retrieval Eric Dodds Jack Culpepper Gaurav Srivastava 18 8 0 23 Apr 2022
Patch-wise Contrastive Style Learning for Instagram Filter Removal Furkan Kinli B. Özcan Mustafa Furkan Kıraç 22 7 0 15 Apr 2022
Neural Graph Matching for Modification Similarity Applied to Electronic Document Comparison Po-Fang Hsu Chiching Wei 19 0 0 12 Apr 2022
AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift Burak Yıldız Seyran Khademi R. Siebes Jan van Gemert 28 19 0 30 Mar 2022
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Natalie Dullerud Karsten Roth Kimia Hamidieh Nicolas Papernot Marzyeh Ghassemi 30 15 0 23 Mar 2022
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition Junuk Jung Seon-Hoon Lee Heung‐Seon Oh Yongjun Park Joochan Park Sungbin Son CVBM 23 5 0 22 Mar 2022
Graph Neural Network for Cell Tracking in Microscopy Videos Tal Ben-Haim Tammy Riklin-Raviv 27 28 0 09 Feb 2022
Analogies and Feature Attributions for Model Agnostic Explanation of Similarity Learners K. Ramamurthy Amit Dhurandhar Dennis L. Wei Zaid Bin Tariq FAtt 41 3 0 02 Feb 2022
AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig AI4Cl 24 8 0 02 Feb 2022
Dissecting the impact of different loss functions with gradient surgery Hong Xuan Robert Pless 28 1 0 27 Jan 2022
Conversational Search with Mixed-Initiative -- Asking Good Clarification Questions backed-up by Passage Retrieval Y. Mass Doron Cohen Asaf Yehudai D. Konopnicki 27 3 0 14 Dec 2021
Topic Detection and Tracking with Time-Aware Document Embeddings Hang Jiang Doug Beeferman Weiquan Mao D. Roy AI4TS 21 1 0 12 Dec 2021
Construct Informative Triplet with Two-stage Hard-sample Generation Chuang Zhu Zheng Hu Huihui Dong Gang He Zekuan Yu Shangshang Zhang 36 3 0 04 Dec 2021
An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images Zekun Li Yao-Yi Chiang S. Tavakkol Basel Shbita Johannes H. Uhl S. Leyk Craig A. Knoblock 17 19 0 03 Dec 2021
Diversified Multi-prototype Representation for Semi-supervised Segmentation Jizong Peng Christian Desrosiers M. Pedersoli 29 1 0 16 Nov 2021