SpectralNet: Spectral Clustering using Deep Neural Networks

4 January 2018

Papers citing "SpectralNet: Spectral Clustering using Deep Neural Networks"

36 / 36 papers shown

Title
SPARC: Spectral Architectures Tackling the Cold-Start Problem in Graph Learning Yahel Jacobs Reut Dayan Uri Shaham 57 0 0 03 Nov 2024
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 51 0 0 27 Oct 2023
Non-Negative Spherical Relaxations for Universe-Free Multi-Matching and Clustering J. Thunberg Florian Bernard 23 1 0 20 Oct 2023
Spectral Clustering on Large Datasets: When Does it Work? Theory from Continuous Clustering and Density Cheeger-Buser T. Chu Gary Miller N. Walkington 26 0 0 11 May 2023
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE Yuhui Zhang Yuichiro Wada Hiroki Waida Kaito Goto Yusaku Hino Takafumi Kanamori 32 3 0 06 Mar 2023
Random projection tree similarity metric for SpectralNet Mashaan Alshammari J. Stavrakakis Adel F. Ahmed M. Takatsuka 36 0 0 25 Feb 2023
Refining a $k$ -nearest neighbor graph for a computationally efficient spectral clustering Mashaan Alshammari J. Stavrakakis M. Takatsuka 32 40 0 22 Feb 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick Pierre Harvey Richemond Allison C. Tam Yunhao Tang Florian Strub Bilal Piot Felix Hill SSL 36 9 0 09 Feb 2023
Graph Laplacian for Semi-Supervised Learning O. Streicher Guy Gilboa 40 3 0 12 Jan 2023
Total Variation Graph Neural Networks Jonas Hansen F. Bianchi 35 12 0 11 Nov 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 50 101 0 09 Oct 2022
Semantic-Enhanced Image Clustering Shao-Qian Cai Li-qing Qiu Xiaojun Chen Qin Zhang Long Chen VLM 39 14 0 21 Aug 2022
SpecNet2: Orthogonalization-free spectral embedding by neural networks Ziyu Chen Yingzhou Li Xiuyuan Cheng 26 4 0 14 Jun 2022
Understanding the Generalization Performance of Spectral Clustering Algorithms Shaojie Li Shengqi Ouyang Yong Liu 33 2 0 30 Apr 2022
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 26 17 0 06 Dec 2021
Deep Unsupervised Feature Selection by Discarding Nuisance and Correlated Features Uri Shaham Ofir Lindenbaum Jonathan Svirsky Y. Kluger 19 24 0 11 Oct 2021
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 36 44 0 08 Oct 2021
Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization Prachi Singh Sriram Ganapathy SSL 31 7 0 14 Sep 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 53 18 0 21 Jul 2021
Learning the Precise Feature for Cluster Assignment Yanhai Gan Xinghui Dong Huiyu Zhou Feng Gao Junyu Dong 33 4 0 11 Jun 2021
Supporting Clustering with Contrastive Learning Dejiao Zhang Feng Nan Xiaokai Wei Shang-Wen Li Henghui Zhu Kathleen McKeown Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 43 197 0 24 Mar 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 24 31 0 07 Jan 2021
BYOL works even without batch statistics Pierre Harvey Richemond Jean-Bastien Grill Florent Altché Corentin Tallec Florian Strub ... Samuel L. Smith Soham De Razvan Pascanu Bilal Piot Michal Valko SSL 250 114 0 20 Oct 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 22 5 0 15 Jun 2020
Doubly-Stochastic Normalization of the Gaussian Kernel is Robust to Heteroskedastic Noise Boris Landa Ronald R. Coifman Y. Kluger 23 23 0 31 May 2020
Adversarial Attack on Community Detection by Hiding Individuals Jia Li Honglei Zhang Zhichao Han Yu Rong Hong Cheng Junzhou Huang AAML 25 87 0 22 Jan 2020
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 30 20 0 24 Oct 2019
Discriminative Neural Clustering for Speaker Diarisation Qiujia Li Florian Kreyssig Chao Zhang P. Woodland 11 44 0 22 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 117 194 0 18 Oct 2019
Deep Kernel Learning for Clustering Chieh-Tsai Wu Zulqarnain Khan Yale Chang Stratis Ioannidis Jennifer Dy 113 13 0 09 Aug 2019
Variational Fair Clustering Imtiaz Masud Ziko Eric Granger Jing Yuan Ismail Ben Ayed 30 13 0 19 Jun 2019
Big-Data Clustering: K-Means or K-Indicators? Feiyu Chen Yuchen Yang Liwei Xu Taiping Zhang Yin Zhang 19 4 0 03 Jun 2019
Deep Spectral Clustering using Dual Autoencoder Network Xu Yang Cheng Deng Feng Zheng Junchi Yan Wen Liu 32 249 0 30 Apr 2019
A Framework for Deep Constrained Clustering -- Algorithms and Advances Hongjing Zhang Sugato Basu Ian Davidson 32 47 0 29 Jan 2019
Towards Fair Deep Clustering With Multi-State Protected Variables Bokun Wang Ian Davidson FaML FedML 28 22 0 29 Jan 2019
Spectral Feature Transformation for Person Re-identification Chuanchen Luo Yuntao Chen Naiyan Wang Zhaoxiang Zhang 34 124 0 28 Nov 2018