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Deep metric learning using Triplet network

20 December 2014

Papers citing "Deep metric learning using Triplet network"

50 / 426 papers shown

Title
Efficient Malware Analysis Using Metric Embeddings Ethan M. Rudd David B. Krisiloff Scott E. Coull Daniel Olszewski Edward Raff James Holt AAML 64 8 0 05 Dec 2022
ObjectMatch: Robust Registration using Canonical Object Correspondences Can Gümeli Angela Dai Matthias Nießner 3DPC 87 13 0 05 Dec 2022
Link Prediction with Non-Contrastive Learning William Shiao Zhichun Guo Tong Zhao Evangelos E. Papalexakis Yozen Liu Neil Shah 105 15 0 25 Nov 2022
Informative Sample-Aware Proxy for Deep Metric Learning Aoyu Li Ikuro Sato Kohta Ishikawa Rei Kawakami Rio Yokota 126 1 0 18 Nov 2022
Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel Selim F. Yilmaz Can Karamanli Deniz Gunduz 72 26 0 17 Nov 2022
Music Similarity Calculation of Individual Instrumental Sounds Using Metric Learning Yuka Hashizume Li Li Tomoki Toda 63 5 0 15 Nov 2022
Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval Deunsol Jung Dahyun Kang Suha Kwak Minsu Cho CLL 77 8 0 14 Nov 2022
$BT^2$ : Backward-compatible Training with Basis Transformation Yi Zhou Zilu Li Abhinav Shrivastava Hengshuang Zhao Antonio Torralba Taipeng Tian Ser-Nam Lim 56 4 0 08 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 Griffiths 96 13 0 02 Nov 2022
Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting Peng-Fei Hou Jie Han Xingyu Li AAML OOD 40 11 0 26 Oct 2022
Combining Contrastive and Non-Contrastive Losses for Fine-Tuning Pretrained Models in Speech Analysis Florian Lux Ching-Yi Chen Ngoc Thang Vu 36 1 0 21 Oct 2022
Dissecting Deep Metric Learning Losses for Image-Text Retrieval Hong Xuan Xi Chen 69 2 0 21 Oct 2022
3DEG: Data-Driven Descriptor Extraction for Global re-localization in subterranean environments Nikolaos Stathoulopoulos A. Koval G. Nikolakopoulos 3DPC 108 10 0 13 Oct 2022
Multi-Modal Human Authentication Using Silhouettes, Gait and RGB Yuxiang Guo Cheng-Fang Peng Chun Pong Lau Rama Chellappa CVBM 108 14 0 08 Oct 2022
Lexical semantics enhanced neural word embeddings Dongqiang Yang Ning Li Li Zou Hongwei Ma 67 4 0 03 Oct 2022
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability Peisong Wen Qianqian Xu Zhiyong Yang Yuan He Qingming Huang 136 10 0 27 Sep 2022
Oracle Analysis of Representations for Deep Open Set Detection Risheek Garrepalli AAML 117 5 0 22 Sep 2022
Sampling Agnostic Feature Representation for Long-Term Person Re-identification Seongyeop Yang Byeongkeun Kang Yeejin Lee OOD 73 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 103 9 0 11 Sep 2022
Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition Saptarshi Sinha Hiroki Ohashi 117 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 64 9 0 31 Aug 2022
Neural Embeddings for Text Oleg V. Vasilyev John Bohannon MILM 58 2 0 17 Aug 2022
Representation learning for a generalized, quantitative comparison of complex model outputs Colin G. Cess Stacey D. Finley 60 2 0 12 Aug 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 101 16 0 08 Aug 2022
Sublinear Time Algorithm for Online Weighted Bipartite Matching Han Hu Zhao Song Runzhou Tao Zhaozhuo Xu Junze Yin Danyang Zhuo 75 7 0 05 Aug 2022
AutoTransition: Learning to Recommend Video Transition Effects Yaojie Shen Libo Zhang Kai Xu Xiaojie Jin VGen 55 13 0 27 Jul 2022
LocVTP: Video-Text Pre-training for Temporal Localization Meng Cao Tianyu Yang Junwu Weng Can Zhang Jue Wang Yuexian Zou 90 65 0 21 Jul 2022
Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification Hyungtae Lee Sungmin Eum H. Kwon VLM 62 4 0 20 Jul 2022
Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning Yu Wang Guan Gui Yun Lin Hsiao-Chun Wu Chau Yuen F. Adachi 88 88 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 53 11 0 07 Jul 2022
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation Jinxian Liu Chen Ju Weidi Xie Ya Zhang 68 39 0 26 Jun 2022
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang Ziyuan Zhao Theodoros Tsiligkaridis Marinka Zitnik AI4TS 139 293 0 17 Jun 2022
Contrastive Learning as Goal-Conditioned Reinforcement Learning Benjamin Eysenbach Tianjun Zhang Ruslan Salakhutdinov Sergey Levine SSL OffRL 115 164 0 15 Jun 2022
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 124 18 0 07 Jun 2022
Guided Deep Metric Learning Jorge Gonzalez-Zapata Iván Reyes-Amezcua Daniel Flores-Araiza M. Mendez-Ruiz Gilberto Ochoa-Ruiz Andres Mendez-Vazquez FedML 71 6 0 04 Jun 2022
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction Yutong Wang Renze Lou Kai Zhang Mao Yan Chen Yujiu Yang 31 8 0 01 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 128 387 0 13 May 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann Soujanya Poria GAN 83 14 0 09 May 2022
Oracle Guided Image Synthesis with Relative Queries Alec Helbling Christopher Rozell Matthew R. O’Shaughnessy Kion Fallah 85 0 0 28 Apr 2022
Training and challenging models for text-guided fashion image retrieval Eric Dodds Jack Culpepper Gaurav Srivastava 65 9 0 23 Apr 2022
Learning to Retrieve Relevant Experiences for Motion Planning Constantinos Chamzas Aedan Cullen Anshumali Shrivastava Lydia E. Kavraki 75 17 0 18 Apr 2022
Patch-wise Contrastive Style Learning for Instagram Filter Removal Furkan Kinli B. Özcan Mustafa Furkan Kıraç 87 7 0 15 Apr 2022
Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks Stefan Pócos Iveta Becková Igor Farkas AAML 47 2 0 12 Apr 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou 63 9 0 11 Apr 2022
Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes S. Cruz B. Taetz Thomas Stifter D. Stricker 69 2 0 01 Apr 2022
AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift Burak Yıldız Seyran Khademi R. Siebes Jan van Gemert 78 20 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 99 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 114 5 0 22 Mar 2022
Voice-Face Homogeneity Tells Deepfake Harry Cheng Yangyang Guo Tianyi Wang Qi Li Xiaojun Chang Liqiang Nie CVBM 97 73 0 04 Mar 2022
InsertionNet 2.0: Minimal Contact Multi-Step Insertion Using Multimodal Multiview Sensory Input Oren Spector Vladimir Tchuiev Dotan Di Castro 85 24 0 02 Mar 2022