Graph Degree Linkage: Agglomerative Clustering on a Directed Graph

25 August 2012

Papers citing "Graph Degree Linkage: Agglomerative Clustering on a Directed Graph"

41 / 41 papers shown

Title
Graph Analysis Using a GPU-based Parallel Algorithm: Quantum Clustering Zhe Wang Zhijie He Ding Liu GNN 116 0 0 17 Jan 2025
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling Siwei Zhang Xi Chen Yun Xiong Xixi Wu Yao Zhang Yongrui Fu Yinglong Zhao Jiawei Zhang 137 8 0 14 Jun 2024
Acoustic Scene Clustering Using Joint Optimization of Deep Embedding Learning and Clustering Iteration Yanxiong Li Mingle Liu Wucheng Wang Yuhan Zhang Qianhua He 125 22 0 09 Jun 2023
DMS: Differentiable Mean Shift for Dataset Agnostic Task Specific Clustering Using Side Information Michael A. Hobley V. Prisacariu OOD 61 1 0 29 May 2023
Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering Lukasz Brzozowski Grzegorz Siudem M. Gagolewski 68 1 0 21 Mar 2023
Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition Yongtao Zhang Yue Pan Yulin Zhang Linling Li Li Zhang G. Huang Zhen Liang Zhiguo Zhang 80 12 0 14 Dec 2022
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 64 111 0 21 Oct 2022
Towards Direct Comparison of Community Structures in Social Networks Soumita Das A. Biswas 18 1 0 26 Sep 2022
CEP3: Community Event Prediction with Neural Point Process on Graph Xuhong Wang Sirui Chen Yixuan He Minjie Wang Quan Gan Yupu Yang Junchi Yan 73 1 0 21 May 2022
A Generic Self-Supervised Framework of Learning Invariant Discriminative Features Foivos Ntelemis Yaochu Jin S. Thomas OOD 72 4 0 14 Feb 2022
HCSC: Hierarchical Contrastive Selective Coding Yuanfan Guo Minghao Xu Jiawen Li Bingbing Ni Xuanyu Zhu Zhenbang Sun Yi Tian Xu 71 73 0 01 Feb 2022
Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces T. Dam S. Anavatti H. Abbass 53 6 0 27 Jul 2021
fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering Xiao-Lei Zhang 12 0 0 05 Jul 2021
Information Maximization Clustering via Multi-View Self-Labelling Foivos Ntelemis Yaochu Jin S. Thomas SSL 52 27 0 12 Mar 2021
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition Zhen Liang Rushuang Zhou Li Zhang Linling Li Gan Huang Zhiguo Zhang S. Ishii 72 73 0 07 Feb 2021
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization Foivos Ntelemis Yaochu Jin S. Thomas GAN 68 13 0 08 Nov 2020
The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms Xin Han Ye Zhu Kai Ming Ting Gang Li 42 16 0 12 Oct 2020
Multi-level Feature Learning on Embedding Layer of Convolutional Autoencoders and Deep Inverse Feature Learning for Image Clustering B. Ghazanfari Fatemeh Afghah 26 3 0 05 Oct 2020
Learning a Deep Part-based Representation by Preserving Data Distribution Anyong Qin Zhaowei Shang Zhuolin Tan Taiping Zhang Yuanyan Tang OOD 15 0 0 17 Sep 2020
Spectral Analysis Network for Deep Representation Learning and Image Clustering Jinghua Wang A. Hilton Jianmin Jiang SSL 10 6 0 11 Sep 2020
An unsupervised deep learning framework via integrated optimization of representation learning and GMM-based modeling Jinghua Wang Jianmin Jiang SSL 42 12 0 11 Sep 2020
Interpretable Visualizations with Differentiating Embedding Networks Isaac Robinson DRL 22 3 0 11 Jun 2020
Double cycle-consistent generative adversarial network for unsupervised conditional generation Fei Ding Feng Luo Yin Yang SyDa AI4CE 52 10 0 13 Nov 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 64 16 0 10 Jun 2019
A Fast Algorithm for Clustering High Dimensional Feature Vectors Shahina Rahman V. Johnson 19 0 0 02 Nov 2018
ClusterGAN : Latent Space Clustering in Generative Adversarial Networks Sudipto Mukherjee Himanshu Asnani Eugene Lin Sreeram Kannan GAN 61 339 0 10 Sep 2018
Reductive Clustering: An Efficient Linear-time Graph-based Divisive Cluster Analysis Approach Ching Tarn Yinan Zhang Ye Feng 8 1 0 21 Jun 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 56 53 0 11 Apr 2018
Deep Continuous Clustering Sohil Shah V. Koltun DRL 55 75 0 05 Mar 2018
HSC: A Novel Method for Clustering Hierarchies of Networked Data Antonia Korba 21 0 0 29 Nov 2017
Merge or Not? Learning to Group Faces via Imitation Learning Yue He Kaidi Cao Cheng Li Chen Change Loy CVBM FedML 55 15 0 13 Jul 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 69 524 0 20 Apr 2017
Crowd collectiveness measure via graph-based node clique learning Weiya Ren 25 1 0 19 Dec 2016
Saliency Detection via Combining Region-Level and Pixel-Level Predictions with CNNs Youbao Tang Xiangqian Wu 81 74 0 18 Aug 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 78 819 0 13 Apr 2016
Factors in Finetuning Deep Model for object detection Wanli Ouyang Xiaogang Wang Cong Zhang Xiaokang Yang 60 190 0 20 Jan 2016
Agglomerative clustering and collectiveness measure via exponent generating function Weiya Ren Shuohao Li Qiang Guo Guohui Li Jun Zhang 20 3 0 30 Jul 2015
Descriptor Ensemble: An Unsupervised Approach to Descriptor Fusion in the Homography Space Yuan-Ting Hu Yen-Yu Lin Hsin-Yi Chen Kuang-Jui Hsu Bing-Yu Chen 27 0 0 13 Dec 2014
Homophilic Clustering by Locally Asymmetric Geometry Deli Zhao Xiaoou Tang 60 2 0 05 Jul 2014
A Low-Dimensional Representation for Robust Partial Isometric Correspondences Computation A. Brunton Michael Wand Stefanie Wuhrer Hans-Peter Seidel T. Weinkauf 50 21 0 30 Aug 2013