Learning a Self-Expressive Network for Subspace Clustering

8 October 2021

Papers citing "Learning a Self-Expressive Network for Subspace Clustering"

45 / 45 papers shown

Title
A Critique of Self-Expressive Deep Subspace Clustering B. Haeffele Chong You René Vidal 44 28 0 08 Oct 2020
Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering Julian Busch Evgeniy Faerman Matthias Schubert Thomas Seidl SSL 20 4 0 27 Sep 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction Yaodong Yu Kwan Ho Ryan Chan Chong You Chaobing Song Yi-An Ma SSL 70 195 0 15 Jun 2020
Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces Chong You Chi Li Daniel P. Robinson René Vidal 38 16 0 07 Jun 2020
Is an Affine Constraint Needed for Affine Subspace Clustering? Chong You Chun-Guang Li Daniel P. Robinson René Vidal 62 25 0 08 May 2020
Stochastic Sparse Subspace Clustering Ying Chen Chun-Guang Li Chong You 67 69 0 04 May 2020
Learnable Subspace Clustering Jun Li Hongfu Liu Zhiqiang Tao Handong Zhao Y. Fu 57 34 0 09 Apr 2020
Basis Pursuit and Orthogonal Matching Pursuit for Subspace-preserving Recovery: Theoretical Analysis Daniel P. Robinson René Vidal Chong You 64 9 0 30 Dec 2019
Residual Encoder-Decoder Network for Deep Subspace Clustering Shuai Yang Wenqi Zhu Yuesheng Zhu 31 13 0 12 Oct 2019
Self-Supervised Convolutional Subspace Clustering Network Junjian Zhang Chun-Guang Li Chong You Xianbiao Qi Honggang Zhang Jun Guo Zhouchen Lin SSL 62 145 0 01 May 2019
Deep Spectral Clustering using Dual Autoencoder Network Xu Yang Cheng Deng Feng Zheng Junchi Yan Wen Liu 54 251 0 30 Apr 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 27 72 0 24 Apr 2019
Deep Comprehensive Correlation Mining for Image Clustering Jianlong Wu Keyu Long Fei Wang Chao Qian Cheng Li Zhouchen Lin H. Zha 45 161 0 15 Apr 2019
ClusterGAN : Latent Space Clustering in Generative Adversarial Networks Sudipto Mukherjee Himanshu Asnani Eugene Lin Sreeram Kannan GAN 46 337 0 10 Sep 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 52 32 0 17 Aug 2018
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 44 360 0 23 May 2018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs Maryam Abdolali Nicolas Gillis Mohammad Rahmati 47 31 0 21 Feb 2018
SpectralNet: Spectral Clustering using Deep Neural Networks Uri Shaham Kelly P. Stanton Henry Li B. Nadler Ronen Basri Y. Kluger GNN 52 286 0 04 Jan 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries M. Tsakiris René Vidal 103 31 0 01 Jan 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 283 8,902 0 21 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 459 20,124 0 30 Oct 2017
Deep Sparse Subspace Clustering Xi Peng Jiashi Feng Shijie Xiao Jiwen Lu Zhang Yi Shuicheng Yan 49 22 0 25 Sep 2017
Deep Subspace Clustering Networks Pan Ji Tong Zhang Hongdong Li Mathieu Salzmann Ian Reid SSL 51 516 0 08 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 268 8,876 0 25 Aug 2017
Sketched Subspace Clustering Panagiotis A. Traganitis G. Giannakis 50 51 0 22 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 672 131,414 0 12 Jun 2017
Sparse Representation-based Open Set Recognition He Zhang Vishal M. Patel 46 177 0 06 May 2017
Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions Nadav Cohen Or Sharir Yoav Levine Ronen Tamari David Yakira Amnon Shashua 95 38 0 05 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 41 522 0 20 Apr 2017
Provable Self-Representation Based Outlier Detection in a Union of Subspaces Chong You Daniel P. Robinson René Vidal 53 115 0 12 Apr 2017
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 54 201 0 17 Oct 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 307 8,114 0 13 Aug 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 60 243 0 09 May 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 49 816 0 13 Apr 2016
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 79 2,871 0 19 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Robust and Efficient Subspace Segmentation via Least Squares Regression Canyi Lu Hai Min Zhongming Zhao Ling Zhu De-Shuang Huang Shuicheng Yan 41 664 0 27 Apr 2014
Noisy Sparse Subspace Clustering Yu Wang Huan Xu NoLa 102 202 0 05 Sep 2013
Greedy Feature Selection for Subspace Clustering Eva L. Dyer Aswin C. Sankaranarayanan Richard G. Baraniuk 60 171 0 19 Mar 2013
Robust subspace clustering Mahdi Soltanolkotabi Ehsan Elhamifar Emmanuel J. Candès 108 366 0 11 Jan 2013
Subspace clustering of high-dimensional data: a predictive approach Brian McWilliams Giovanni Montana 57 75 0 05 Mar 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 102 2,332 0 05 Mar 2012
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 115 1,276 0 05 Mar 2012
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 86 416 0 19 Dec 2011
A Tutorial on Spectral Clustering U. V. Luxburg 277 10,532 0 01 Nov 2007