Papers citing 'Unsupervised Representation Learning by Predicting Image Rotations'

Title
Contrastive Multiview CodingEuropean Conference on Computer Vision (ECCV), 2019 Yonglong Tian Dilip Krishnan Phillip Isola SSL 599 2,594 0 13 Jun 2019
Boosting Few-Shot Visual Learning with Self-SupervisionIEEE International Conference on Computer Vision (ICCV), 2019 Spyros Gidaris Andrei Bursuc N. Komodakis P. Pérez Matthieu Cord SSL 180 431 0 12 Jun 2019
Selfie: Self-supervised Pretraining for Image Embedding Trieu H. Trinh Minh-Thang Luong Quoc V. Le SSL 247 116 0 07 Jun 2019
Learning Representations by Maximizing Mutual Information Across ViewsNeural Information Processing Systems (NeurIPS), 2019 Philip Bachman R. Devon Hjelm William Buchwalter SSL 437 1,586 0 03 Jun 2019
Unsupervised Learning from Video with Deep Neural EmbeddingsComputer Vision and Pattern Recognition (CVPR), 2019 Chengxu Zhuang Tianwei She A. Andonian Max Sobol Mark Daniel L. K. Yamins SSL 207 63 0 28 May 2019
Self-supervised audio representation learning for mobile devices Marco Tagliasacchi Beat Gfeller Félix de Chaumont Quitry Dominik Roblek SSL AI4TS 133 47 0 24 May 2019
Countering Noisy Labels By Learning From Auxiliary Clean Labels Tsung Wei Tsai Chongxuan Li Jun Zhu SSL 145 1 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive CodingInternational Conference on Machine Learning (ICML), 2019 Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 394 1,514 0 22 May 2019
Semi-Supervised Learning with Scarce Annotations Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Kai Han Andrea Vedaldi Andrew Zisserman SSL 160 54 0 21 May 2019
Self-Supervised Similarity Learning for Digital Pathology J. Gildenblat Eldad Klaiman SSL 195 51 0 20 May 2019
An Improved Self-supervised GAN via Adversarial Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Ngai-Man Cheung SSL GAN 127 14 0 14 May 2019
S4L: Self-Supervised Semi-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2019 Xiaohua Zhai Avital Oliver Alexander Kolesnikov Lucas Beyer SSL VLM 283 841 0 09 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 230 9 0 03 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation LearningIEEE International Conference on Computer Vision (ICCV), 2019 Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 315 422 0 03 May 2019
A critical analysis of self-supervision, or what we can learn from a single imageInternational Conference on Learning Representations (ICLR), 2019 Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 303 151 0 30 Apr 2019
Improved Conditional VRNNs for Video PredictionIEEE International Conference on Computer Vision (ICCV), 2019 Lluis Castrejon Nicolas Ballas Aaron Courville VGen DRL 232 172 0 27 Apr 2019
Unsupervised Label Noise Modeling and Loss Correction Eric Arazo Sanchez Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness NoLa 365 683 0 25 Apr 2019
Disentangled Representation Learning with Information Maximizing Autoencoder Kazi Nazmul Haque S. Latif R. Rana DRL 90 1 0 18 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Yue Yu Keyu Long Haiwei Yang Chao Qian Cheng Li Zhouchen Lin H. Zha 200 178 0 15 Apr 2019
Label Propagation for Deep Semi-supervised Learning Ahmet Iscen Giorgos Tolias Yannis Avrithis Ondřej Chum SSL 226 684 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 154 217 0 07 Apr 2019
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks Santiago Pascual Mirco Ravanelli Joan Serrà Antonio Bonafonte Yoshua Bengio SSL 214 254 0 06 Apr 2019
Unsupervised Progressive Learning and the STAM Architecture James Smith Cameron Taylor Seth Baer C. Dovrolis OffRL CLL 617 40 0 03 Apr 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 220 28 0 30 Mar 2019
Local Aggregation for Unsupervised Learning of Visual Embeddings Chengxu Zhuang Alex Zhai Daniel L. K. Yamins SSL 248 460 0 29 Mar 2019
Wasserstein Dependency Measure for Representation Learning Sherjil Ozair Corey Lynch Yoshua Bengio Aaron van den Oord Sergey Levine P. Sermanet SSL DRL 223 133 0 28 Mar 2019
Self-Supervised Learning via Conditional Motion Propagation Xiaohang Zhan Xingang Pan Ziwei Liu Dahua Lin Chen Change Loy SSL 150 51 0 27 Mar 2019
Diversity with Cooperation: Ensemble Methods for Few-Shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 258 204 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 137 275 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 135 44 0 23 Mar 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 337 901 0 16 Mar 2019
High-Fidelity Image Generation With Fewer LabelsInternational Conference on Machine Learning (ICML), 2019 Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 237 167 0 06 Mar 2019
Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Jaehong Yoon Saehoon Kim Eunho Yang Sung Ju Hwang CLL 319 186 0 25 Feb 2019
Learning about an exponential amount of conditional distributions Mohamed Ishmael Belghazi Maxime Oquab Yann LeCun David Lopez-Paz BDL SSL 134 29 0 22 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 388 1,881 0 16 Feb 2019
Progressive Augmentation of GANsNeural Information Processing Systems (NeurIPS), 2019 Dan Zhang Anna Khoreva 168 29 0 29 Jan 2019
DistInit: Learning Video Representations Without a Single Labeled Video Rohit Girdhar Du Tran Lorenzo Torresani Deva Ramanan 180 57 0 26 Jan 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 419 742 0 25 Jan 2019
Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data Nima Tajbakhsh Yufei Hu Junli Cao Xingjian Yan Yi Xiao Yong Lu Jianming Liang Demetri Terzopoulos Xiaowei Ding 160 80 0 25 Jan 2019
Self-Supervised Deep Learning on Point Clouds by Reconstructing Space Jonathan Sauder Bjarne Sievers 3DPC 174 19 0 24 Jan 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 250 69 0 23 Jan 2019
Certainty Driven Consistency Loss on Multi-Teacher Networks for Semi-Supervised Learning Lu Liu R. Tan 313 37 0 17 Jan 2019
AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data Liheng Zhang Guo-Jun Qi Liqiang Wang Jiebo Luo 169 213 0 14 Jan 2019
Active Learning with TensorBoard Projector F. Luus Naweed Khan I. Akhalwaya 115 14 0 03 Jan 2019
Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning Yunxiao Qin Weiguo Zhang Chenxu Zhao Zezheng Wang Xiangyu Zhu Guojun Qi Jingping Shi Zhen Lei 214 29 0 11 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 221 139 0 02 Dec 2018
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction Longlong Jing Xiaodong Yang Jingen Liu Yingli Tian 174 165 0 28 Nov 2018
Self-Supervised GANs via Auxiliary Rotation Loss Ting Chen Xiaohua Zhai Marvin Ritter Mario Lucic N. Houlsby SSL GAN 233 310 0 27 Nov 2018
Unsupervised Single Image Deraining with Self-supervised ConstraintsInternational Conference on Information Photonics (ICIP), 2018 Xin Jin Zhibo Chen Jianxin Lin Zhikai Chen Wei Zhou 221 82 0 21 Nov 2018
Self-Supervised GAN to Counter Forgetting Ting Chen Xiaohua Zhai N. Houlsby CLL GAN SSL 193 8 0 27 Oct 2018