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SpectralNet: Spectral Clustering using Deep Neural Networks

4 January 2018

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

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Title
SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics Siddharth Viswanath Rahul Singh Yanlei Zhang J. Adam Noah Joy Hirsch Smita Krishnaswamy 7 0 0 19 Jun 2025
Learning Shared Representations from Unpaired Data Amitai Yacobi Nir Ben-Ari Ronen Talmon Uri Shaham SSL 72 0 0 23 May 2025
SPARC: Spectral Architectures Tackling the Cold-Start Problem in Graph Learning Yahel Jacobs Reut Dayan Uri Shaham 214 0 0 03 Nov 2024
Unfolding ADMM for Enhanced Subspace Clustering of Hyperspectral Images Xian Li Nicolas Nadisic Shaoguang Huang Aleksandra Pižurica 42 1 0 10 Apr 2024
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 92 0 0 27 Oct 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis Yiyou Sun Zhenmei Shi Yingyu Liang Yixuan Li 92 20 0 09 Aug 2023
Random projection tree similarity metric for SpectralNet Mashaan Alshammari J. Stavrakakis Adel F. Ahmed M. Takatsuka 92 0 0 25 Feb 2023
A parameter-free graph reduction for spectral clustering and SpectralNet Mashaan Alshammari J. Stavrakakis M. Takatsuka 41 7 0 25 Feb 2023
Refining a $k$ -nearest neighbor graph for a computationally efficient spectral clustering Mashaan Alshammari J. Stavrakakis M. Takatsuka 37 40 0 22 Feb 2023
Graph Laplacian for Semi-Supervised Learning O. Streicher Guy Gilboa 57 4 0 12 Jan 2023
BASiS: Batch Aligned Spectral Embedding Space O. Streicher I. Cohen Guy Gilboa 58 2 0 30 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 104 112 0 09 Oct 2022
Deep Clustering with Features from Self-Supervised Pretraining Xingzhi Zhou N. Zhang ViT 3DPC SSL 29 11 0 27 Jul 2022
Understanding the Generalization Performance of Spectral Clustering Algorithms Shaojie Li Shengqi Ouyang Yong Liu 62 3 0 30 Apr 2022
Parameter-free Online Test-time Adaptation Malik Boudiaf Romain Mueller Ismail Ben Ayed Luca Bertinetto TTA 70 151 0 15 Jan 2022
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 76 17 0 06 Dec 2021
Stationary Diffusion State Neural Estimation for Multiview Clustering Chenghua Liu Zhuolin Liao Yixuan Ma Kun Zhan DiffM 51 42 0 02 Dec 2021
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 91 44 0 08 Oct 2021
Cluster Analysis with Deep Embeddings and Contrastive Learning Ramakrishnan Sundareswaran Jansel Herrera-Gerena John Just Ali Janessari SSL DRL 57 4 0 26 Sep 2021
Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization Prachi Singh Sriram Ganapathy SSL 57 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 160 20 0 21 Jul 2021
Learning the Precise Feature for Cluster Assignment Yanhai Gan Xinghui Dong Huiyu Zhou Feng Gao Junyu Dong 76 5 0 11 Jun 2021
Multi-Facet Clustering Variational Autoencoders Fabian Falck Haoting Zhang M. Willetts G. Nicholson C. Yau Chris Holmes DRL 75 44 0 09 Jun 2021
Deep Fair Discriminative Clustering Hongjing Zhang Ian Davidson FaML 36 11 0 28 May 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 101 202 0 24 Mar 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 62 31 0 07 Jan 2021
Deep Fusion Clustering Network Wenxuan Tu Sihang Zhou Xinwang Liu Xifeng Guo Zhiping Cai En Zhu Jieren Cheng 84 185 0 15 Dec 2020
Consistent Representation Learning for High Dimensional Data Analysis Stan Z. Li Lirong Wu Z. Zang 30 7 0 01 Dec 2020
Stacked Graph Filter Hoang NT Takanori Maehara T. Murata GNN 64 4 0 22 Nov 2020
Convergence of Graph Laplacian with kNN Self-tuned Kernels Xiuyuan Cheng Hau‐Tieng Wu 62 24 0 03 Nov 2020
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 305 115 0 20 Oct 2020
Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation Lirong Wu Zicheng Liu Z. Zang Jun Xia Siyuan Li Stan. Z Li 51 8 0 21 Sep 2020
Meta-learning with Latent Space Clustering in Generative Adversarial Network for Speaker Diarization Monisankha Pal Manoj Kumar Raghuveer Peri Tae Jin Park So Hyun Kim C. Lord Somer Bishop Shrikanth Narayanan 128 20 0 19 Jul 2020
AutoEmbedder: A semi-supervised DNN embedding system for clustering Abu Quwsar Ohi M. F. Mridha Farisa Benta Safir Md. Abdul Hamid M. Monowar SSL 28 40 0 11 Jul 2020
Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks Amol Kapoor X. Ben Luyang Liu Bryan Perozzi Matt Barnes Martin J. Blais S. O’Banion 76 196 0 06 Jul 2020
LSD-C: Linearly Separable Deep Clusters Sylvestre-Alvise Rebuffi Sébastien Ehrhardt Kai Han Andrea Vedaldi Andrew Zisserman 64 24 0 17 Jun 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 76 5 0 15 Jun 2020
Deep Goal-Oriented Clustering Yifeng Shi Christopher M. Bender Junier B. Oliva Marc Niethammer 14 0 0 07 Jun 2020
Doubly-Stochastic Normalization of the Gaussian Kernel is Robust to Heteroskedastic Noise Boris Landa Ronald R. Coifman Y. Kluger 65 23 0 31 May 2020
Revisiting Over-smoothing in Deep GCNs Chaoqi Yang Ruijie Wang Shuochao Yao Shengzhong Liu Tarek Abdelzaher 93 97 0 30 Mar 2020
Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning Devansh Arpit Huan Wang Caiming Xiong R. Socher Yoshua Bengio SSL 36 2 0 20 Feb 2020
Adaptive Graph Auto-Encoder for General Data Clustering Xuelong Li Hongyuan Zhang Rui Zhang GNN AI4CE 72 84 0 20 Feb 2020
Embedding Graph Auto-Encoder for Graph Clustering Hongyuan Zhang Rui Zhang Xuelong Li GNN 29 12 0 20 Feb 2020
Adversarial Attack on Community Detection by Hiding Individuals Jia Li Honglei Zhang Zhichao Han Yu Rong Hong Cheng Junzhou Huang AAML 72 87 0 22 Jan 2020
Double cycle-consistent generative adversarial network for unsupervised conditional generation Fei Ding Feng Luo Yin Yang SyDa AI4CE 54 10 0 13 Nov 2019
Regularized Non-negative Spectral Embedding for Clustering Yifei Wang Rui Liu Yong Chen Hui Zhang Zhiwen Ye 16 3 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
Discriminative Neural Clustering for Speaker Diarisation Qiujia Li Florian Kreyssig Chao Zhang P. Woodland 56 46 0 22 Oct 2019
Unsupervised Multi-Task Feature Learning on Point Clouds Kaveh Hassani Mike Haley SSL 3DPC 170 195 0 18 Oct 2019
Spectral Clustering with Graph Neural Networks for Graph Pooling F. Bianchi Daniele Grattarola Cesare Alippi GNN 121 40 0 30 Jun 2019