Unsupervised Embedding Learning via Invariant and Spreading Instance Feature

6 April 2019

Papers citing "Unsupervised Embedding Learning via Invariant and Spreading Instance Feature"

33 / 33 papers shown

Title
AVP-AP: Self-supervised Automatic View Positioning in 3D cardiac CT via Atlas Prompting Xiaolin Fan Yansen Wang Yuanhang Zhang Mingkun Bao Bosen Jia Dong Lu Yifan Gu Jian Cheng Haogang Zhu 180 0 0 08 Apr 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 241 2 0 12 Mar 2025
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction Liyan Sun Shaocong Yu Chi Zhang Xinghao Ding SSL 84 0 0 18 Jan 2025
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant" Yudong Zhang Ruobing Xie Jiansheng Chen Xingwu Sun Zhanhui Kang Yu Wang 170 0 0 21 Dec 2024
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 88 1,898 0 15 Jul 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 173 3,458 0 05 May 2018
Mining on Manifolds: Metric Learning without Labels Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 69 114 0 29 Mar 2018
Significance of Softmax-based Features in Comparison to Distance Metric Learning-based Features Shota Horiguchi Daiki Ikami Kiyoharu Aizawa 55 65 0 29 Dec 2017
AlignedReID: Surpassing Human-Level Performance in Person Re-Identification Xuan Zhang Haowen Luo Xing Fan Weilai Xiang Yixiao Sun Qiqi Xiao Wei Jiang Chi Zhang Jian Sun 57 502 0 22 Nov 2017
Dynamic Label Graph Matching for Unsupervised Video Re-Identification Mang Ye A. J. Ma Liang Zheng Jiawei Li Pong C. Yuen 62 189 0 27 Sep 2017
Learning Spread-out Local Feature Descriptors Xu-Yao Zhang Felix X. Yu Sanjiv Kumar Shih-Fu Chang 62 143 0 21 Aug 2017
Sampling Matters in Deep Embedding Learning Chaoxia Wu R. Manmatha Alex Smola Philipp Krahenbuhl 95 923 0 23 Jun 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 57 350 0 05 Apr 2017
Scaling the Scattering Transform: Deep Hybrid Networks Edouard Oyallon Eugene Belilovsky Sergey Zagoruyko 56 160 0 27 Mar 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 78 3,206 0 22 Mar 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 89 641 0 21 Mar 2017
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 76 1,314 0 02 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 92 142 0 31 May 2016
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification Tong Xiao Hongsheng Li Wanli Ouyang Xiaogang Wang OOD 77 977 0 26 Apr 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,297 0 25 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 171 2,980 0 30 Mar 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 133 3,530 0 28 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song Yu Xiang Stefanie Jegelka Silvio Savarese FedML SSL DML 94 1,643 0 19 Nov 2015
Stacked What-Where Auto-encoders Jiaqi Zhao Michaël Mathieu Ross Goroshin Yann LeCun DiffM BDL 59 258 0 08 Jun 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 166 2,786 0 19 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 80 553 0 07 May 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 373 13,161 0 12 Mar 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,660 0 09 Mar 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 326 18,625 0 06 Feb 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 468 43,658 0 17 Sep 2014
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks Alexey Dosovitskiy Philipp Fischer Jost Tobias Springenberg Martin Riedmiller Thomas Brox OOD SSL 87 1,021 0 26 Jun 2014
Surpassing Human-Level Face Verification Performance on LFW with GaussianFace Chaochao Lu Xiaoou Tang CVBM 141 336 0 15 Apr 2014