Improving Image co-segmentation via Deep Metric Learning

19 March 2021

Papers citing "Improving Image co-segmentation via Deep Metric Learning"

23 / 23 papers shown

Title
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 120 475 0 18 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 211 42,038 0 03 Dec 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Thanh-Toan Do Toan M. Tran Ian Reid B. V. Kumar Tuan Hoang G. Carneiro 39 66 0 18 Apr 2019
Ranked List Loss for Deep Metric Learning Xinshao Wang Yang Hua Elyor Kodirov N. Robertson 41 246 0 08 Mar 2019
Deep Metric Learning by Online Soft Mining and Class-Aware Attention Xinshao Wang Yang Hua Elyor Kodirov Guosheng Hu N. Robertson 24 52 0 04 Nov 2018
Deep Object Co-Segmentation Weihao Li O. Jafari Carsten Rother VLM 36 113 0 17 Apr 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen Jordi Pont-Tuset Alberto Montes Luc Van Gool VOS 28 264 0 09 Apr 2018
Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification Qiqi Xiao Haowen Luo Chi Zhang 39 148 0 02 Oct 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 87 2,993 0 07 Aug 2017
Semantic Instance Segmentation via Deep Metric Learning Alireza Fathi Z. Wojna V. Rathod Peng Wang Hyun Oh Song S. Guadarrama Kevin Patrick Murphy SSeg 43 203 0 30 Mar 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 44 3,192 0 22 Mar 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 41 636 0 21 Mar 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 98 1,578 0 28 Nov 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 188 8,615 0 15 Jun 2016
A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRI Phi Vu Tran 37 314 0 02 Apr 2016
Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop Huayu Chen Feng Zhou Yuanqing Lin Serge J. Belongie 43 236 0 16 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 62 1,641 0 19 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.0K 76,547 0 18 May 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 61 1,434 0 14 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 251 13,079 0 12 Mar 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 133 1,989 0 20 Dec 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 67 1,315 0 17 Apr 2014