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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"

50 / 1,748 papers shown

Title
Self-Supervised Learning Aided Class-Incremental Lifelong Learning Song Zhang Gehui Shen Jinsong Huang Zhihong Deng CLL 81 14 0 10 Jun 2020
Self-Supervised Relational Reasoning for Representation Learning Massimiliano Patacchiola Amos Storkey OOD SSL 80 63 0 10 Jun 2020
Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning Jiuwen Zhu Yuexiang Li Yifan Hu S. Kevin Zhou SSL 44 5 0 10 Jun 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 134 303 0 09 Jun 2020
Unsupervised Transfer Learning with Self-Supervised Remedy Jiabo Huang S. Gong SSL 100 2 0 08 Jun 2020
Semi-Supervised Contrastive Learning with Generalized Contrastive Loss and Its Application to Speaker Recognition Nakamasa Inoue Keita Goto SSL 144 54 0 08 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 130 25 0 08 Jun 2020
Self-supervising Fine-grained Region Similarities for Large-scale Image Localization Yixiao Ge Haibo Wang Feng Zhu Rui Zhao Hongsheng Li SSL 67 164 0 06 Jun 2020
3D Self-Supervised Methods for Medical Imaging Aiham Taleb W. Loetzsch Noel Danz Julius Severin Thomas Gaertner Benjamin Bergner C. Lippert SSL 129 214 0 06 Jun 2020
Probing Emergent Semantics in Predictive Agents via Question Answering Abhishek Das Federico Carnevale Hamza Merzic Laura Rimell R. Schneider ... Alden Hung Arun Ahuja S. Clark Greg Wayne Felix Hill 81 18 0 01 Jun 2020
Self-supervised Modal and View Invariant Feature Learning Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 58 29 0 28 May 2020
Deepzzle: Solving Visual Jigsaw Puzzles with Deep Learning andShortest Path Optimization Marie-Morgane Paumard David Picard Hedi Tabia 48 42 0 26 May 2020
SCAN: Learning to Classify Images without Labels Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Marc Proesmans Luc Van Gool VLM SSL 117 541 0 25 May 2020
One-Shot Unsupervised Cross-Domain Detection A. DÍnnocente Francesco Cappio Borlino S. Bucci Barbara Caputo Tatiana Tommasi ObjD 74 33 0 23 May 2020
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation Yizhe Zhu Martin Renqiang Min Asim Kadav H. Graf CoGe DRL 78 97 0 23 May 2020
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition Y. Kim Wonpyo Park Myung-Cheol Roh Jongju Shin CVBM 101 88 0 21 May 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 122 1,342 0 20 May 2020
Compositional Few-Shot Recognition with Primitive Discovery and Enhancing Yixiong Zou Shanghang Zhang Ke Chen Yonghong Tian Yaowei Wang J. M. F. Moura 49 27 0 12 May 2020
Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders Saeid Asgari Taghanaki Mohammad Havaei Alex Lamb Aditya Sanghi Aram Danielyan Tonya Custis DRL 74 7 0 12 May 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 155 982 0 11 May 2020
Classification-Based Anomaly Detection for General Data Liron Bergman Yedid Hoshen 80 353 0 05 May 2020
VisualEchoes: Spatial Image Representation Learning through Echolocation Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 235 84 0 04 May 2020
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning Timo Milbich Karsten Roth Homanga Bharadhwaj Samarth Sinha Yoshua Bengio Bjorn Ommer Joseph Paul Cohen 130 67 0 28 Apr 2020
Audio-Visual Instance Discrimination with Cross-Modal Agreement Pedro Morgado Nuno Vasconcelos Ishan Misra SSL 92 276 0 27 Apr 2020
Extending and Analyzing Self-Supervised Learning Across Domains Bram Wallace B. Hariharan SSL 43 43 0 24 Apr 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 222 4,610 0 23 Apr 2020
Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Mohammad Reza Loghmani Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros Markus Vincze 71 33 0 21 Apr 2020
Self-Supervised Feature Extraction for 3D Axon Segmentation Tzofi Klinghoffer Peter Morales Young-Gyun Park Nicholas Evans Kwanghun Chung L. Brattain 3DPC 59 16 0 20 Apr 2020
Self-Supervised Representation Learning on Document Images Adrian Cosma Mihai Ghidoveanu Michael Panaitescu-Liess Marius Popescu SSL 81 14 0 18 Apr 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 77 42 0 15 Apr 2020
SpeedNet: Learning the Speediness in Videos Sagie Benaim Ariel Ephrat Oran Lang Inbar Mosseri William T. Freeman Michael Rubinstein Michal Irani Tali Dekel 89 261 0 13 Apr 2020
Diversity Helps: Unsupervised Few-shot Learning via Distribution Shift-based Data Augmentation Tiexin Qin Wenbin Li Yinghuan Shi Yang Gao 69 16 0 13 Apr 2020
Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences Longlong Jing Yucheng Chen Ling Zhang Mingyi He Yingli Tian 3DPC SSL 68 34 0 13 Apr 2020
Gradients as Features for Deep Representation Learning Fangzhou Mu Yingyu Liang Yin Li OOD 68 38 0 12 Apr 2020
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests Hyunjae Kim Yookyung Koh Jinheon Baek Jaewoo Kang 27 4 0 11 Apr 2020
Models Genesis Zongwei Zhou V. Sodha Jiaxuan Pang Michael B. Gotway Jianming Liang MedIm 75 34 0 09 Apr 2020
Towards Reusable Network Components by Learning Compatible Representations Michael Gygli J. Uijlings V. Ferrari 35 1 0 08 Apr 2020
PatchVAE: Learning Local Latent Codes for Recognition Kamal Gupta Saurabh Singh Abhinav Shrivastava SSL DRL 51 20 0 07 Apr 2020
Motion-supervised Co-Part Segmentation Aliaksandr Siarohin Subhankar Roy Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe SSL 48 35 0 07 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics Simon Jenni Hailin Jin Paolo Favaro SSL 65 45 0 05 Apr 2020
Pose-guided Visible Part Matching for Occluded Person ReID Shang Gao Jingya Wang Huchuan Lu Zimo Liu 133 199 0 01 Apr 2020
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation Victor Schmidt Makesh Narsimhan Sreedhar M. Elaraby Irina Rish SSL CLL 45 2 0 31 Mar 2020
How Useful is Self-Supervised Pretraining for Visual Tasks? Alejandro Newell Jia Deng SSL 73 139 0 31 Mar 2020
Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mohan Zhou Yalong Bai Wei Zhang Tiejun Zhao Tao Mei OCL 70 63 0 31 Mar 2020
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis Hao Tang Xiaojuan Qi Guolei Sun Dan Xu N. Sebe Radu Timofte Luc Van Gool GAN 76 11 0 31 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 107 45 0 30 Mar 2020
Laplacian Denoising Autoencoder Jianbo Jiao Linchao Bao Yunchao Wei Shengfeng He Humphrey Shi Rynson W. H. Lau Thomas S. Huang SSL 49 2 0 30 Mar 2020
Improving out-of-distribution generalization via multi-task self-supervised pretraining Isabela Albuquerque Nikhil Naik Junnan Li N. Keskar R. Socher SSL OOD 95 40 0 30 Mar 2020
Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning Tianlong Chen Sijia Liu Shiyu Chang Yu Cheng Lisa Amini Zhangyang Wang AAML 71 250 0 28 Mar 2020
Exploit Clues from Views: Self-Supervised and Regularized Learning for Multiview Object Recognition Chih-Hui Ho Bo Liu Tz-Ying Wu Nuno Vasconcelos 78 8 0 28 Mar 2020