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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 of Video-Induced Visual Invariances Michael Tschannen Josip Djolonga Marvin Ritter Aravindh Mahendran Xiaohua Zhai N. Houlsby Sylvain Gelly Mario Lucic SSL 138 62 0 05 Dec 2019
Multi-Modal Deep Clustering: Unsupervised Partitioning of Images Guy Shiran D. Weinshall 48 17 0 05 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 113 1,459 0 04 Dec 2019
A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels Daniel Rika Dror Sholomon E. David N. Netanyahu 30 15 0 04 Dec 2019
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition Yiyi Zhang Li Niu Ziqi Pan Meichao Luo Jianfu Zhang Dawei Cheng Liqing Zhang 26 7 0 01 Dec 2019
Probing the State of the Art: A Critical Look at Visual Representation Evaluation Cinjon Resnick Zeping Zhan Joan Bruna AI4TS 44 12 0 30 Nov 2019
What's Hidden in a Randomly Weighted Neural Network? Vivek Ramanujan Mitchell Wortsman Aniruddha Kembhavi Ali Farhadi Mohammad Rastegari 74 362 0 29 Nov 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 160 433 0 28 Nov 2019
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning Kekai Sheng Weiming Dong Menglei Chai Guohui Wang Peng Zhou Feiyue Huang Bao-Gang Hu Rongrong Ji Chongyang Ma SSL 68 34 0 26 Nov 2019
Oops! Predicting Unintentional Action in Video Dave Epstein Boyuan Chen Carl Vondrick 115 103 0 25 Nov 2019
Natural Image Manipulation for Autoregressive Models Using Fisher Scores Wilson Yan Jonathan Ho Pieter Abbeel 26 0 0 25 Nov 2019
Towards a Hypothesis on Visual Transformation based Self-Supervision Dipan K. Pal Sreena Nallamothu Marios Savvides 34 6 0 24 Nov 2019
EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations Tianlin Li Daisuke Kihara Jiebo Luo Guo-Jun Qi OOD 76 34 0 21 Nov 2019
Rethinking deep active learning: Using unlabeled data at model training Oriane Siméoni Mateusz Budnik Yannis Avrithis G. Gravier HAI 101 79 0 19 Nov 2019
Unsupervised Representation Learning by Discovering Reliable Image Relations Timo Milbich Omair Ghori Ferran Diego Bjorn Ommer OOD SSL 51 9 0 18 Nov 2019
Unsupervised Deep Metric Learning via Auxiliary Rotation Loss Xuefei Cao Bor-Chun Chen Ser-Nam Lim SSL 57 19 0 16 Nov 2019
AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups Feng Lin Haohang Xu Houqiang Li H. Xiong Guo-Jun Qi 67 4 0 16 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 249 12,163 0 13 Nov 2019
Self-labelling via simultaneous clustering and representation learning Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 131 778 0 13 Nov 2019
Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning Valentin Vielzeuf Alexis Lechervy S. Pateux F. Jurie CVBM 65 5 0 08 Nov 2019
Robust contrastive learning and nonlinear ICA in the presence of outliers Hiroaki Sasaki Takashi Takenouchi R. Monti Aapo Hyvarinen CML OOD 36 8 0 01 Nov 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning Shuangfei Zhai Walter A. Talbott Carlos Guestrin J. Susskind GAN 105 9 0 29 Oct 2019
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction C. Freeman Luke Metz David R Ha 82 36 0 29 Oct 2019
SPICE: Self-supervised Pitch Estimation Beat Gfeller Christian Frank Dominik Roblek Matthew Sharifi Marco Tagliasacchi Mihajlo Velimirović 78 80 0 25 Oct 2019
Self-supervised classification of dynamic obstacles using the temporal information provided by videos Sid Ali Hamideche Florent Chiaroni Mohamed-Cherif Rahal 38 1 0 21 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 170 195 0 18 Oct 2019
Self-supervised Label Augmentation via Input Transformations Hankook Lee Sung Ju Hwang Jinwoo Shin SSL 68 63 0 14 Oct 2019
A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels Devraj Mandal S. Bharadwaj Soma Biswas NoLa 40 21 0 13 Oct 2019
PAC-Bayesian Contrastive Unsupervised Representation Learning Kento Nozawa Pascal Germain Benjamin Guedj SSL BDL 97 28 0 10 Oct 2019
Learning to Generalize One Sample at a Time with Self-Supervision A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL OOD 46 4 0 09 Oct 2019
When Does Self-supervision Improve Few-shot Learning? Jong-Chyi Su Subhransu Maji B. Hariharan 98 171 0 08 Oct 2019
Information based Deep Clustering: An experimental study Jizong Peng Christian Desrosiers M. Pedersoli 52 1 0 03 Oct 2019
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data Utkarsh Ojha Krishna Kumar Singh Cho-Jui Hsieh Yong Jae Lee DRL 42 3 0 01 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 97 448 0 01 Oct 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 97 96 0 29 Sep 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 62 54 0 26 Sep 2019
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 80 238 0 26 Sep 2019
UNITER: UNiversal Image-TExt Representation Learning Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu VLM OT 131 448 0 25 Sep 2019
MIC: Mining Interclass Characteristics for Improved Metric Learning Karsten Roth Biagio Brattoli Bjorn Ommer 84 90 0 25 Sep 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 65 2 0 25 Sep 2019
Towards Shape Biased Unsupervised Representation Learning for Domain Generalization Nader Asadi Amir M. Sarfi M. Hosseinzadeh Zahra Karimpour M. Eftekhari OOD SSL 65 25 0 18 Sep 2019
Visuomotor Understanding for Representation Learning of Driving Scenes Seokju Lee Junsik Kim Tae-Hyun Oh Yongseop Jeong Donggeun Yoo Stephen Lin In So Kweon SSL 81 11 0 16 Sep 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 115 361 0 10 Sep 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 41 0 0 30 Aug 2019
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks D. Kim Seung Hyun Lee B. Song 35 3 0 29 Aug 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding Mohammad Sabokrou Mohammad Khalooei Ehsan Adeli SSL 128 35 0 27 Aug 2019
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approach Xi Shen Ilaria Pastrolin Oumayma Bounou Spyros Gidaris Marc Smith Olivier Poncet Mathieu Aubry 28 16 0 27 Aug 2019
Detecting semantic anomalies Faruk Ahmed Aaron Courville 88 84 0 13 Aug 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning Puneet Mangla M. Singh Abhishek Sinha Nupur Kumari V. Balasubramanian Balaji Krishnamurthy SSL 113 329 0 28 Jul 2019
Multi-task Self-Supervised Learning for Human Activity Detection Aaqib Saeed T. Ozcelebi J. Lukkien SSL 146 277 0 27 Jul 2019