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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
Greedy Layerwise Learning Can Scale to ImageNet Eugene Belilovsky Michael Eickenberg Edouard Oyallon 136 181 0 29 Dec 2018
On Attention Modules for Audio-Visual Synchronization Naji Khosravan Shervin Ardeshir R. Puri 65 21 0 14 Dec 2018
Learning Representations of Sets through Optimized Permutations Yan Zhang Jonathon S. Hare Adam Prugel-Bennett SSL 81 25 0 10 Dec 2018
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning Chen Wei Lingxi Xie Xutong Ren Yingda Xia Chi Su Jiaying Liu Qi Tian Alan Yuille SSL 78 131 0 02 Dec 2018
Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence Bo Shen Wei Zhang Haiyan Zhao Zhi Jin Yanhong Wu 19 2 0 28 Nov 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 77 157 0 28 Nov 2018
Self-Supervised GANs via Auxiliary Rotation Loss Ting Chen Xiaohua Zhai Marvin Ritter Mario Lucic N. Houlsby SSL GAN 80 302 0 27 Nov 2018
Unsupervised learning with sparse space-and-time autoencoders Benjamin Graham 3DPC 18 1 0 26 Nov 2018
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles Dahun Kim Donghyeon Cho In So Kweon SSL 94 349 0 24 Nov 2018
Cross and Learn: Cross-Modal Self-Supervision Nawid Sayed Biagio Brattoli Bjorn Ommer SSL 94 78 0 09 Nov 2018
Sinkhorn AutoEncoders Giorgio Patrini Rianne van den Berg Patrick Forré M. Carioni Samarth Bhargav Max Welling Tim Genewein Frank Nielsen DiffM 64 89 0 02 Oct 2018
Scattering Networks for Hybrid Representation Learning Edouard Oyallon Sergey Zagoruyko Gabriel Huang N. Komodakis Simon Lacoste-Julien Matthew Blaschko Eugene Belilovsky 66 86 0 17 Sep 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 86 4 0 07 Sep 2018
Image Reassembly Combining Deep Learning and Shortest Path Problem Marie-Morgane Paumard David Picard Hedi Tabia OCL 3DV 60 24 0 04 Sep 2018
Video Jigsaw: Unsupervised Learning of Spatiotemporal Context for Video Action Recognition Unaiza Ahsan Rishi Madhok Irfan Essa SSL 58 109 0 22 Aug 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 86 133 0 21 Aug 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 65 49 0 14 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 98 72 0 14 Aug 2018
Incorporating Scalability in Unsupervised Spatio-Temporal Feature Learning S. Paul Sourya Roy Amit K. Roy-Chowdhury SSL 29 1 0 06 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang Hanwang Zhang Jianfei Cai 93 74 0 01 Aug 2018
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning U. Büchler Biagio Brattoli Bjorn Ommer OOD SSL 97 114 0 30 Jul 2018
Self-supervised Knowledge Distillation Using Singular Value Decomposition Seunghyun Lee D. Kim B. Song 79 140 0 18 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 139 853 0 17 Jul 2018
Cross Pixel Optical Flow Similarity for Self-Supervised Learning Aravindh Mahendran James Thewlis Andrea Vedaldi SSL 87 62 0 15 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 150 1,906 0 15 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 358 10,386 0 10 Jul 2018
Jigsaw Puzzle Solving Using Local Feature Co-Occurrences in Deep Neural Networks Marie-Morgane Paumard David Picard Hedi Tabia 47 21 0 05 Jul 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 93 377 0 25 Jun 2018
Learning Instance Segmentation by Interaction Deepak Pathak Yide Shentu Dian Chen Pulkit Agrawal Trevor Darrell Sergey Levine Jitendra Malik 67 45 0 21 Jun 2018
On Machine Learning and Structure for Mobile Robots Markus Wulfmeier 34 6 0 15 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts Simon Jenni Paolo Favaro SSL 205 128 0 13 Jun 2018
A Classification approach towards Unsupervised Learning of Visual Representations Aditya Vora SSL 13 0 0 01 Jun 2018
Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning Aapo Hyvarinen Hiroaki Sasaki Richard Turner OOD CML 107 331 0 22 May 2018
Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks Gaurav Yengera Didier Mutter J. Marescaux N. Padoy 86 72 0 22 May 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 209 104 0 10 May 2018
Tile2Vec: Unsupervised representation learning for spatially distributed data Neal Jean Sherrie Wang Anshul Samar G. Azzari David B. Lobell Stefano Ermon SSL 92 201 0 08 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 196 3,474 0 05 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 295 296 0 01 May 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification Chenrui Zhang Yuxin Peng SSL 88 57 0 26 Apr 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,225 0 23 Apr 2018
Learning Pose Specific Representations by Predicting Different Views Georg Poier David Schinagl Horst Bischof SSL 79 26 0 10 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 91 32 0 05 Apr 2018
Self-supervised Learning of Geometrically Stable Features Through Probabilistic Introspection David Novotny Samuel Albanie Diane Larlus Andrea Vedaldi SSL 91 65 0 04 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz Niru Maheswaranathan Brian Cheung Jascha Narain Sohl-Dickstein SSL OOD 85 123 0 31 Mar 2018
Class Subset Selection for Transfer Learning using Submodularity Varun Manjunatha Srikumar Ramalingam Tim K. Marks L. Davis 48 6 0 30 Mar 2018
Mining on Manifolds: Metric Learning without Labels Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 88 114 0 29 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 275 3,304 0 21 Mar 2018
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision Syed Ashar Javed Shreyas Saxena Vineet Gandhi SSL 67 25 0 17 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 97 544 0 07 Mar 2018
Learning Latent Permutations with Gumbel-Sinkhorn Networks Gonzalo E. Mena David Belanger Scott W. Linderman Jasper Snoek 112 272 0 23 Feb 2018