Improved Embeddings with Easy Positive Triplet Mining

8 April 2019

Papers citing "Improved Embeddings with Easy Positive Triplet Mining"

22 / 22 papers shown

Title
Automated Knot Detection and Pairing for Wood Analysis in the Timber Industry Guohao Lin Shidong Pan Rasul Khanbayov Changxi Yang Ani Khaloian-Sarnaghi Andriy Kovryga 44 0 0 09 May 2025
Robust Clustering on High-Dimensional Data with Stochastic Quantization Anton Kozyriev Vladimir Norkin MQ 24 3 0 03 Sep 2024
Potential Field Based Deep Metric Learning Shubhang Bhatnagar Narendra Ahuja 51 1 0 28 May 2024
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective Laixin Xie Ouyang Yang Long-fei Chen Ziming Wu Quan Li 23 0 0 18 Sep 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 26 0 0 21 Aug 2023
Adaptive Sparse Pairwise Loss for Object Re-Identification Xiao Zhou Yujie Zhong Zhen Cheng Fan Liang Lin Ma 18 39 0 31 Mar 2023
GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training Jaeseok Byun Taebaek Hwang Jianlong Fu Taesup Moon VLM 23 11 0 08 Aug 2022
Relevance-based Margin for Contrastively-trained Video Retrieval Models Alex Falcon Swathikiran Sudhakaran G. Serra Sergio Escalera Oswald Lanz 40 7 0 27 Apr 2022
DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers Xianing Chen Qiong Cao Yujie Zhong Jing Zhang Shenghua Gao Dacheng Tao ViT 40 76 0 27 Apr 2022
The Group Loss++: A deeper look into group loss for deep metric learning Ismail Elezi Jenny Seidenschwarz Laurin Wagner Sebastiano Vascon Alessandro Torcinovich Marcello Pelillo Laura Leal-Taixe 29 12 0 04 Apr 2022
Learning video retrieval models with relevance-aware online mining Alex Falcon G. Serra Oswald Lanz AI4TS 27 7 0 16 Mar 2022
Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth Oriol Vinyals Zeynep Akata 29 36 0 16 Mar 2022
Dissecting the impact of different loss functions with gradient surgery Hong Xuan Robert Pless 28 1 0 27 Jan 2022
Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans H. Pasupuleti G. Girish MedIm 21 0 0 11 Dec 2021
MovingFashion: a Benchmark for the Video-to-Shop Challenge Marco Godi Christian Joppi Geri Skenderi Marco Cristani 33 9 0 06 Oct 2021
Improving Deep Metric Learning by Divide and Conquer A. Sanakoyeu Pingchuan Ma Vadim Tschernezki Bjorn Ommer 37 14 0 09 Sep 2021
It Takes Two to Tango: Mixup for Deep Metric Learning Shashanka Venkataramanan Bill Psomas Ewa Kijak Laurent Amsaleg Konstantinos Karantzalos Yannis Avrithis 26 25 0 09 Jun 2021
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval Gencer Sumbul Mahdyar Ravanbakhsh Begüm Demir 21 23 0 08 May 2021
Hard negative examples are hard, but useful Hong Xuan Abby Stylianou Xiaotong Liu Robert Pless DML 43 124 0 24 Jul 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 59 475 0 18 Mar 2020
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems Dimitrios Boursinos X. Koutsoukos 6 9 0 11 Mar 2020
TraffickCam: Explainable Image Matching For Sex Trafficking Investigations Abby Stylianou Richard Souvenir Robert Pless 31 6 0 08 Oct 2019