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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
Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling Uncurated Data Sara Mousavi Dylan Lee Tatianna Griffin D. Steadman A. Mockus VLM 67 5 0 09 Mar 2020
Weakly supervised discriminative feature learning with state information for person identification Hong-Xing Yu Wei-Shi Zheng 37 16 0 27 Feb 2020
GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering Chuang Niu Jun Zhang Ge Wang Jimin Liang SSL 83 70 0 27 Feb 2020
A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm Sungwon Han Yizhan Xu Sungwon Park M. Cha Cheng-Te Li SSL 27 3 0 26 Feb 2020
Adaptive Graph Auto-Encoder for General Data Clustering Xuelong Li Hongyuan Zhang Rui Zhang GNN AI4CE 72 84 0 20 Feb 2020
Automatically Discovering and Learning New Visual Categories with Ranking Statistics Kai Han Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Andrea Vedaldi Andrew Zisserman SSL 68 184 0 13 Feb 2020
Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE Isaac Robinson E. Pierce-Hoffman 21 5 0 13 Feb 2020
Unsupervised deep clustering for predictive texture pattern discovery in medical images Matthias Perkonigg Daniel Sobotka A. Ba-Ssalamah Georg Langs 37 5 0 31 Jan 2020
CycleCluster: Modernising Clustering Regularisation for Deep Semi-Supervised Classification P. Sellars Angelica Aviles-Rivero Carola Bibiane Schönlieb 16 0 0 15 Jan 2020
OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering Yaniv Benny Lior Wolf VLM GAN 80 48 0 31 Dec 2019
Discriminative Clustering with Representation Learning with any Ratio of Labeled to Unlabeled Data Corinne Jones Vincent Roulet Zaïd Harchaoui 109 1 0 30 Dec 2019
Multi-Modal Deep Clustering: Unsupervised Partitioning of Images Guy Shiran D. Weinshall 48 17 0 05 Dec 2019
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation Yuheng Li Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee CoGe 51 77 0 26 Nov 2019
Signal Clustering with Class-independent Segmentation Stefano Gasperini Magdalini Paschali Carsten Hopke David Wittmann Nassir Navab 54 10 0 18 Nov 2019
Double cycle-consistent generative adversarial network for unsupervised conditional generation Fei Ding Feng Luo Yin Yang SyDa AI4CE 54 10 0 13 Nov 2019
UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data Sirui Song Tong Xia Depeng Jin Pan Hui Yong Li 13 1 0 03 Nov 2019
Centroid Based Concept Learning for RGB-D Indoor Scene Classification Ali Ayub Alan R. Wagner 16 0 0 01 Nov 2019
Speaker diarization using latent space clustering in generative adversarial network Monisankha Pal Manoj Kumar Raghuveer Peri Tae Jin Park So Hyun Kim C. Lord Somer Bishop Shrikanth Narayanan 66 20 0 24 Oct 2019
Deep Clustering of Compressed Variational Embeddings Suya Wu Enmao Diao Jie Ding Vahid Tarokh 23 1 0 23 Oct 2019
Differentiable Deep Clustering with Cluster Size Constraints Aude Genevay Gabriel Dulac-Arnold Jean-Philippe Vert 45 40 0 20 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 170 195 0 18 Oct 2019
Mixture-of-Experts Variational Autoencoder for Clustering and Generating from Similarity-Based Representations on Single Cell Data Andreas Kopf Vincent Fortuin Vignesh Ram Somnath Manfred Claassen DRL 59 12 0 17 Oct 2019
Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild Valentin Richer D. Kollias GAN CVBM 18 0 0 14 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
Deep Amortized Clustering Juho Lee Yoonho Lee Yee Whye Teh FedML 69 22 0 30 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
Disentangling to Cluster: Gaussian Mixture Variational Ladder Autoencoders M. Willetts Stephen J. Roberts Chris Holmes CoGe DRL 49 16 0 25 Sep 2019
Unsupervised Deep Feature Transfer for Low Resolution Image Classification Yuanwei Wu Ziming Zhang Guanghui Wang 69 22 0 27 Aug 2019
Learning to Discover Novel Visual Categories via Deep Transfer Clustering Kai Han Andrea Vedaldi Andrew Zisserman SSL 92 303 0 26 Aug 2019
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding Ryan McConville Raúl Santos-Rodríguez Robert Piechocki I. Craddock 96 110 0 16 Aug 2019
Video Face Clustering with Unknown Number of Clusters Makarand Tapaswi M. Law Sanja Fidler CVBM 102 60 0 09 Aug 2019
Generative approach to unsupervised deep local learning Changlu Chen Chaoxi Niu Xiaonong Zhan Kun Zhan SSL 13 1 0 19 Jun 2019
Weakly Supervised Clustering by Exploiting Unique Class Count Mustafa Umit Oner H. Lee Wing-Kin Sung 45 7 0 18 Jun 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 106 192 0 15 Jun 2019
RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm J. Saha J. Mukhopadhyay 23 9 0 15 Jun 2019
An Image Clustering Auto-Encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance Qiuyu Zhu Zhengyong Wang 75 16 0 10 Jun 2019
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification Euijoon Ahn Ashnil Kumar Dagan Feng M. Fulham Jinman Kim SSL OOD 38 23 0 07 Jun 2019
Deep Discriminative Clustering Analysis Jianlong Chang Yiwen Guo Lingfeng Wang Gaofeng Meng Shiming Xiang Chunhong Pan 78 49 0 05 May 2019
Unsupervised Pre-Training of Image Features on Non-Curated Data Mathilde Caron Piotr Bojanowski Julien Mairal Armand Joulin SSL 85 9 0 03 May 2019
Deep Spectral Clustering using Dual Autoencoder Network Xu Yang Cheng Deng Feng Zheng Junchi Yan Wen Liu 77 251 0 30 Apr 2019
Robust subspace clustering by Cauchy loss function Xuelong Li Quanmao Lu Yongsheng Dong Dacheng Tao NoLa 68 67 0 28 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Jianlong Wu Keyu Long Fei Wang Chao Qian Cheng Li Zhouchen Lin H. Zha 67 161 0 15 Apr 2019
Learning for Multi-Type Subspace Clustering Xun Xu L. Cheong Zhuwen Li 32 0 0 03 Apr 2019
Efficient Parameter-free Clustering Using First Neighbor Relations Saquib Sarfraz Vivek Sharma Rainer Stiefelhagen 101 184 0 28 Feb 2019
Large-Scale Object Mining for Object Discovery from Unlabeled Video Aljosa Osep P. Voigtlaender Jonathon Luiten Stefan Breuers Bastian Leibe 136 24 0 28 Feb 2019
Label-Removed Generative Adversarial Networks Incorporating with K-Means Ce Wang Zhangling Chen Kun Shang GAN 28 25 0 19 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 200 1,705 0 16 Feb 2019
Deep Divergence-Based Approach to Clustering Michael C. Kampffmeyer Sigurd Løkse F. Bianchi L. Livi Arnt-Børre Salberg Robert Jenssen 59 63 0 13 Feb 2019
Improving Deep Image Clustering With Spatial Transformer Layers Thiago V. M. Souza Cleber Zanchettin 45 5 0 09 Feb 2019