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Joint Unsupervised Learning of Deep Representations and Image Clusters

13 April 2016

Jianwei Yang

Devi Parikh

Dhruv Batra

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Papers citing "Joint Unsupervised Learning of Deep Representations and Image Clusters"

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Title
Learning for Multi-Model and Multi-Type Fitting Xun Xu L. Cheong Zhuwen Li 53 5 0 29 Jan 2019
Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding Hong-Xing Yu Ancong Wu Weishi Zheng 40 153 0 29 Jan 2019
A Framework for Deep Constrained Clustering -- Algorithms and Advances Hongjing Zhang Sugato Basu Ian Davidson 82 47 0 29 Jan 2019
Towards Fair Deep Clustering With Multi-State Protected Variables Bokun Wang Ian Davidson FaML FedML 71 23 0 29 Jan 2019
Semi-Unsupervised Learning: Clustering and Classifying using Ultra-Sparse Labels M. Willetts Stephen J. Roberts Christopher C Holmes 34 4 0 24 Jan 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 93 65 0 23 Jan 2019
Deep Representation Learning Characterized by Inter-class Separation for Image Clustering Dipanjan Das Ratul Ghosh Brojeshwar Bhowmick OOD SSL DRL 35 7 0 19 Jan 2019
Guess What's on my Screen? Clustering Smartphone Screenshots with Active Learning Agnese Chiatti Dolzodmaa Davaasuren Nilam Ram P. Mitra Byron Reeves Thomas N. Robinson 20 3 0 09 Jan 2019
JECL: Joint Embedding and Cluster Learning for Image-Text Pairs Sean T. Yang Kuan-Hao Huang Bill Howe VLM 26 3 0 04 Jan 2019
Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expression Recognition Jie Cai Zibo Meng Ahmed-Shehab Khan Zhiyuan Li James O'Reilly Yan Tong CVBM 44 20 0 17 Dec 2018
Deep Clustering Based on a Mixture of Autoencoders Shlomo E. Chazan Sharon Gannot Jacob Goldberger 39 39 0 16 Dec 2018
Deep Density-based Image Clustering Yazhou Ren Ni Wang Mingxia Li Zenglin Xu 76 95 0 11 Dec 2018
Theoretical Guarantees of Deep Embedding Losses Under Label Noise Nam Le J. Odobez NoLa 16 1 0 06 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
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee OCL 138 132 0 27 Nov 2018
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence Athanasios Davvetas I. Klampanos V. Karkaletsis 50 5 0 09 Nov 2018
An Efficient Fault Tolerant Workflow Scheduling Approach using Replication Heuristics and Checkpointing in the Cloud S. Nirmala Amrith Rajagopal Setlur H. Singh Sudhanshu Khoriya 25 36 0 15 Oct 2018
Deep clustering: On the link between discriminative models and K-means Mohammed Jabi M. Pedersoli A. Mitiche Ismail Ben Ayed 76 109 0 09 Oct 2018
Geodesic Clustering in Deep Generative Models Tao Yang Georgios Arvanitidis Dongmei Fu Xiaogang Li Søren Hauberg 56 29 0 13 Sep 2018
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng Yunfan Li Ivor W. Tsang Erik Cambria Jiancheng Lv Qiufeng Wang 75 75 0 22 Aug 2018
Jointly Deep Multi-View Learning for Clustering Analysis Bingqian Lin Yuan Xie Yanyun Qu Cuihua Li Xiaodan Liang 43 9 0 19 Aug 2018
Universal Perceptual Grouping Ke Li Kaiyue Pang Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales Honggang Zhang 126 49 0 07 Aug 2018
Semantically Meaningful View Selection Joris Guérin O. Gibaru E. Nyiri Stéphane Thiery Byron Boots 15 7 0 26 Jul 2018
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors Joris Guérin Byron Boots 34 31 0 20 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 125 853 0 17 Jul 2018
Deep Clustering for Unsupervised Learning of Visual Features Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze SSL 144 1,906 0 15 Jul 2018
Learning Neural Models for End-to-End Clustering B. Meier Ismail Elezi Mohammadreza Amirian Oliver Durr Thilo Stadelmann SSL 54 17 0 11 Jul 2018
Deep $k$ -Means: Jointly clustering with $k$ -Means and learning representations Maziar Moradi Fard Thibaut Thonet Éric Gaussier 84 239 0 26 Jun 2018
Semi-Supervised Clustering with Neural Networks Ankita Shukla Gullal Singh Cheema Saket Anand SSL 67 26 0 05 Jun 2018
Deep Discriminative Latent Space for Clustering Elad Tzoreff Olga Kogan Yoni Choukroun SSL DRL 72 18 0 28 May 2018
Unsupervised robotic sorting: Towards autonomous decision making robots Joris Guérin Stéphane Thiery E. Nyiri O. Gibaru SSL 28 15 0 12 Apr 2018
Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning Takayasu Moriya H. Roth S. Nakamura H. Oda Kai Nagara M. Oda K. Mori 62 53 0 11 Apr 2018
Clustering-driven Deep Embedding with Pairwise Constraints Sharon Fogel Hadar Averbuch-Elor Jacob Goldberger Daniel Cohen-Or 3DPC 65 48 0 22 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 272 3,304 0 21 Mar 2018
Learning Latent Superstructures in Variational Autoencoders for Deep Multidimensional Clustering Xiaopeng Li Zhourong Chen Leonard K. M. Poon N. Zhang BDL DRL 58 51 0 14 Mar 2018
Deep Continuous Clustering Sohil Shah V. Koltun DRL 63 75 0 05 Mar 2018
Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization Ozsel Kilinc Ismail Uysal 55 31 0 08 Feb 2018
Clustering with Deep Learning: Taxonomy and New Methods Elie Aljalbout Vladimir Golkov Yawar Siddiqui Maximilian Strobel Daniel Cremers 78 242 0 23 Jan 2018
Prototypicality effects in global semantic description of objects Omar Vidal Pino Erickson R. Nascimento M. Campos 39 2 0 12 Jan 2018
SpectralNet: Spectral Clustering using Deep Neural Networks Uri Shaham Kelly P. Stanton Henry Li B. Nadler Ronen Basri Y. Kluger GNN 145 287 0 04 Jan 2018
Image Disguise based on Generative Model X. Duan Haoxian Song E. Zhang Jingjing Liu DiffM 35 1 0 21 Oct 2017
Deep Sparse Subspace Clustering Xi Peng Jiashi Feng Shijie Xiao Jiwen Lu Zhang Yi Shuicheng Yan 60 22 0 25 Sep 2017
Differentially Private Mixture of Generative Neural Networks G. Ács Luca Melis C. Castelluccia Emiliano De Cristofaro SyDa 81 122 0 13 Sep 2017
PQk-means: Billion-scale Clustering for Product-quantized Codes Yusuke Matsui Keisuke Ogaki T. Yamasaki Kiyoharu Aizawa VLM MQ 39 25 0 12 Sep 2017
Unsupervised feature learning with discriminative encoder Gaurav Pandey Ambedkar Dukkipati SSL 49 6 0 03 Sep 2017
CNN features are also great at unsupervised classification Joris Guérin O. Gibaru Stéphane Thiery E. Nyiri OOD SSL 74 76 0 06 Jul 2017
Deep Convolutional Decision Jungle for Image Classification Seungryul Baek K. Kim Tae-Kyun Kim 48 17 0 06 Jun 2017
CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data Chih-Chung Hsu Chia-Wen Lin SSL 118 128 0 19 May 2017
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization Kamran Ghasedi Dizaji Amirhossein Herandi Cheng Deng Weidong (Tom) Cai Heng-Chiao Huang 72 524 0 20 Apr 2017
Unsupervised Learning by Predicting Noise Piotr Bojanowski Armand Joulin OOD SSL 60 296 0 18 Apr 2017