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Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

30 March 2016

Papers citing "Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles"

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Title
Accurate and Robust Pulmonary Nodule Detection by 3D Feature Pyramid Network with Self-supervised Feature Learning Jingya Liu Liangliang Cao O. Akin Yingli Tian OOD 56 12 0 25 Jul 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 86 134 0 25 Jul 2019
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 72 379 0 13 Jul 2019
Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations Guo-Jun Qi Liheng Zhang Tianlin Li OOD 79 39 0 19 Jun 2019
Boosting Supervision with Self-Supervision for Few-shot Learning Jong-Chyi Su Subhransu Maji B. Hariharan SSL AI4MH 63 19 0 17 Jun 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 196 2,413 0 13 Jun 2019
Tackling Partial Domain Adaptation with Self-Supervision S. Bucci A. DÍnnocente Tatiana Tommasi 68 22 0 12 Jun 2019
Boosting Few-Shot Visual Learning with Self-Supervision Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 103 406 0 12 Jun 2019
Selfie: Self-supervised Pretraining for Image Embedding Trieu H. Trinh Minh-Thang Luong Quoc V. Le SSL 72 113 0 07 Jun 2019
Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks N. Efremova Dmitry Zausaev Gleb Antipov 56 16 0 05 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 195 1,482 0 03 Jun 2019
Local Label Propagation for Large-Scale Semi-Supervised Learning Chengxu Zhuang Xuehao Ding Divyanshu Murli Daniel L. K. Yamins SSL 51 11 0 28 May 2019
Self-supervised audio representation learning for mobile devices Marco Tagliasacchi Beat Gfeller Félix de Chaumont Quitry Dominik Roblek SSL AI4TS 71 47 0 24 May 2019
Countering Noisy Labels By Learning From Auxiliary Clean Labels Tsung Wei Tsai Chongxuan Li Jun Zhu SSL 19 1 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 171 1,436 0 22 May 2019
What Do Adversarially Robust Models Look At? Takahiro Itazuri Yoshihiro Fukuhara Hirokatsu Kataoka Shigeo Morishima 32 5 0 19 May 2019
On Variational Bounds of Mutual Information Ben Poole Sherjil Ozair Aaron van den Oord Alexander A. Alemi George Tucker SSL 117 816 0 16 May 2019
Self-supervised Audio Spatialization with Correspondence Classifier Yu-Ding Lu Hsin-Ying Lee Hung-Yu Tseng Ming-Hsuan Yang 54 22 0 14 May 2019
S4L: Self-Supervised Semi-Supervised Learning Xiaohua Zhai Avital Oliver Alexander Kolesnikov Lucas Beyer SSL VLM 109 797 0 09 May 2019
$The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial Network$ The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial Network Arnaud Dapogny Matthieu Cord P. Pérez 69 9 0 06 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 85 9 0 03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 102 397 0 03 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 85 146 0 30 Apr 2019
SEALion: a Framework for Neural Network Inference on Encrypted Data Tim van Elsloo Giorgio Patrini Hamish Ivey-Law FedML 146 42 0 29 Apr 2019
Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network Ling Zhang Zhigang Zhu 3DPC SSL 63 15 0 28 Apr 2019
Unsupervised Deep Learning by Neighbourhood Discovery Jiabo Huang Qi Dong S. Gong Xiatian Zhu SSL 107 155 0 25 Apr 2019
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation Jaehoon Cho Dongbo Min Youngjung Kim Kwanghoon Sohn MDE 3DV 139 48 0 23 Apr 2019
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 90 312 0 19 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Jianlong Wu Keyu Long Fei Wang Chao Qian Cheng Li Zhouchen Lin H. Zha 67 161 0 15 Apr 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks Yauhen Babakhin A. Sanakoyeu Hirotoshi Kitamura 101 59 0 09 Apr 2019
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics Jiangliu Wang Jianbo Jiao Linchao Bao Shengfeng He Yunhui Liu Wen Liu SSL 59 206 0 07 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 104 581 0 06 Apr 2019
Unsupervised Image Matching and Object Discovery as Optimization Huy V. Vo Francis R. Bach Minsu Cho Kai Han Yann LeCun P. Pérez Jean Ponce OCL 113 66 0 05 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 73 16 0 02 Apr 2019
Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification Yifan Sun Qin Xu Yali Li Chi Zhang Yikang Li Shengjin Wang Jian Sun 74 306 0 01 Apr 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 102 448 0 29 Mar 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 90 48 0 27 Mar 2019
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods Guo-Jun Qi Jiebo Luo SSL 61 246 0 27 Mar 2019
AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations Guo-Jun Qi Liheng Zhang Chang Wen Chen Qi Tian DRL 65 42 0 23 Mar 2019
An End-to-End Joint Unsupervised Learning of Deep Model and Pseudo-Classes for Remote Sensing Scene Representation Z. Gong P. Zhong Weidong Hu Fang Liu Bingwei Hui SSL 3DPC 57 1 0 18 Mar 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 101 815 0 16 Mar 2019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs Pravendra Singh Vinay Kumar Verma Piyush Rai Vinay P. Namboodiri 75 97 0 11 Mar 2019
High-Fidelity Image Generation With Fewer Labels Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 113 159 0 06 Mar 2019
Learning about an exponential amount of conditional distributions Mohamed Ishmael Belghazi Maxime Oquab Yann LeCun David Lopez-Paz BDL SSL 58 28 0 22 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 211 1,705 0 16 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 99 58 0 09 Feb 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 188 717 0 25 Jan 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space Jonathan Sauder Bjarne Sievers 3DPC 90 18 0 24 Jan 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data Liheng Zhang Guo-Jun Qi Liqiang Wang Jiebo Luo 64 204 0 14 Jan 2019
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies Alexander Sax Bradley Emi Amir Zamir Leonidas Guibas Silvio Savarese Jitendra Malik SSL 77 16 0 31 Dec 2018