Learning to Learn in a Semi-Supervised Fashion

25 August 2020

Papers citing "Learning to Learn in a Semi-Supervised Fashion"

50 / 62 papers shown

Title
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 66 806 0 03 Oct 2023
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 87 30,021 0 01 Mar 2022
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 27 48 0 26 Aug 2020
PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data Zheng Tang M. Naphade Stan Birchfield Jonathan Tremblay William Hodge Ratnesh Kumar Shuo Wang Xiaodong Yang 62 140 0 02 May 2020
Deep Semantic Matching with Foreground Detection and Cycle-Consistency Yun-Chun Chen Po-Hsiang Huang Li-Yu Yu Jia-Bin Huang Ming-Hsuan Yang Yen-Yu Lin 112 27 0 31 Mar 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 61 276 0 09 Jan 2020
Vehicle Re-identification with Viewpoint-aware Metric Learning Ruihang Chu Yifan Sun Yadong Li Ziwei Liu Chi Zhang Yichen Wei 87 172 0 09 Oct 2019
Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification Yu-Jhe Li Yun-Chun Chen Yen-Yu Lin Xiaofei Du Y. Wang GAN 29 73 0 16 Aug 2019
Learning Resolution-Invariant Deep Representations for Person Re-Identification Yun-Chun Chen Yu-Jhe Li Xiaofei Du Y. Wang OOD 14 63 0 25 Jul 2019
Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 31 43 0 13 Jun 2019
MixMatch: A Holistic Approach to Semi-Supervised Learning David Berthelot Nicholas Carlini Ian Goodfellow Nicolas Papernot Avital Oliver Colin Raffel 114 3,009 0 06 May 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 48 580 0 06 Apr 2019
Vehicle Re-identification in Aerial Imagery: Dataset and Approach Peng Wang Bingliang Jiao L. Yang Yifei Yang Shizhou Zhang Wei Wei Yanning Zhang 50 56 0 02 Apr 2019
Bag of Tricks and A Strong Baseline for Deep Person Re-identification Hao Luo Youzhi Gu Xingyu Liao Shenqi Lai Wei Jiang BDL 3DPC 123 1,170 0 17 Mar 2019
Hardness-Aware Deep Metric Learning Wenzhao Zheng Zhaodong Chen Jiwen Lu Jie Zhou 34 172 0 13 Mar 2019
End-to-End Deep Kronecker-Product Matching for Person Re-identification Yantao Shen Tong Xiao Hongsheng Li Shuai Yi Xiaogang Wang 34 120 0 30 Jul 2018
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Ben Athiwaratkun Marc Finzi Pavel Izmailov A. Wilson 238 244 0 14 Jun 2018
Feature Affinity based Pseudo Labeling for Semi-supervised Person Re-identification Guodong Ding Shanshan Zhang Salman Khan Zhenmin Tang Jian Zhang Fatih Porikli 43 56 0 16 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 127 3,437 0 05 May 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 108 1,310 0 04 Apr 2018
Mining on Manifolds: Metric Learning without Labels Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 40 114 0 29 Mar 2018
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot G. Wang 49 464 0 27 Mar 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 85 569 0 26 Mar 2018
Deep Co-Training for Semi-Supervised Image Recognition Siyuan Qiao Wei Shen Zhishuai Zhang Bo Wang Alan Yuille 27 446 0 15 Mar 2018
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 93 549 0 22 Feb 2018
Multi-pseudo Regularized Label for Generated Data in Person Re-Identification Y. Huang Jingsong Xu Qiang Wu Zhedong Zheng Zhaoxiang Zhang Jian Zhang GAN 85 113 0 21 Jan 2018
Re-ID done right: towards good practices for person re-identification Jon Almazán B. Gajic Naila Murray Diane Larlus 3DPC 71 106 0 16 Jan 2018
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking M. Sarfraz Arne Schumann Andreas Eberle Rainer Stiefelhagen 70 495 0 28 Nov 2017
Camera Style Adaptation for Person Re-identification Zhun Zhong Liang Zheng Zhedong Zheng Shaozi Li Yi Yang 33 571 0 28 Nov 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 40 501 0 22 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 52 901 0 19 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 170 4,035 0 16 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 98 2,985 0 08 Nov 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 40 242 0 01 Nov 2017
Deep Metric Learning with Angular Loss Jian Wang Feng Zhou Shilei Wen Xiao-Chang Liu Yuanqing Lin DML 46 503 0 04 Aug 2017
Deeply-Learned Part-Aligned Representations for Person Re-Identification Liming Zhao Xi Li Jingdong Wang Yueting Zhuang 58 751 0 23 Jul 2017
Pedestrian Alignment Network for Large-scale Person Re-identification Zhedong Zheng Liang Zheng Yi Yang 91 478 0 03 Jul 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 100 1,645 0 01 Jun 2017
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification Wei Li Xiatian Zhu S. Gong 79 413 0 12 May 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 102 2,724 0 13 Apr 2017
Smart Mining for Deep Metric Learning Ben Harwood B. V. Kumar G. Carneiro Ian Reid Tom Drummond 38 350 0 05 Apr 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 77 5,556 0 30 Mar 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 39 3,192 0 22 Mar 2017
No Fuss Distance Metric Learning using Proxies Yair Movshovitz-Attias Alexander Toshev Thomas Leung Sergey Ioffe Saurabh Singh 35 636 0 21 Mar 2017
SVDNet for Pedestrian Retrieval Yifan Sun Liang Zheng Weijian Deng Shengjin Wang 58 770 0 16 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 169 8,072 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 737 11,793 0 09 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 87 364 0 09 Mar 2017
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 293 1,275 0 06 Mar 2017
Meta Networks Tsendsuren Munkhdalai Hong-ye Yu GNN AI4CE 71 1,064 0 02 Mar 2017