Scalable Deep $k$-Subspace Clustering

Scalable Deep $k$ -Subspace Clustering

2 November 2018

Tong Zhang

Mehrtash Harandi

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Papers citing "Scalable Deep $k$-Subspace Clustering"

18 / 18 papers shown

Title
Canonical Latent Representations in Conditional Diffusion Models Yitao Xu Tong Zhang Ehsan Pajouheshgar Sabine Süsstrunk DiffM 67 0 0 11 Jun 2025
ESS-ReduNet: Enhancing Subspace Separability of ReduNet via Dynamic Expansion with Bayesian Inference Xiaojie Yu Haibo Zhang Lizhi Peng Fengyang Sun Jeremiah Deng 88 0 0 27 Nov 2024
Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation Haoqi Wang Zhizhong Li Wayne Zhang 52 4 0 03 Aug 2023
Online Unsupervised Video Object Segmentation via Contrastive Motion Clustering Lin Xi Weihai Chen Xingming Wu Zhong Liu Zhengguo Li VOS 60 9 0 21 Jun 2023
Graph Convolution Based Efficient Re-Ranking for Visual Retrieval Yuqi Zhang Qi Qian Hongsong Wang Chong Liu Weihua Chen Fan Wang 84 17 0 15 Jun 2023
De-coupling and De-positioning Dense Self-supervised Learning Congpei Qiu Tong Zhang Wei Ke Mathieu Salzmann Sabine Süsstrunk 50 3 0 29 Mar 2023
Spatiotemporal Self-supervised Learning for Point Clouds in the Wild Yanhao Wu Tong Zhang Wei Ke Sabine Süsstrunk Mathieu Salzmann 3DPC 68 22 0 28 Mar 2023
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy Tong Zhang Congpei Qiu Wei Ke Sabine Süsstrunk Mathieu Salzmann SSL 108 39 0 31 Mar 2022
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 76 17 0 06 Dec 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 80 115 0 08 Apr 2021
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations I. Sledge José C. Príncipe 47 1 0 18 Jan 2021
Learning Self-Expression Metrics for Scalable and Inductive Subspace Clustering Julian Busch Evgeniy Faerman Matthias Schubert Thomas Seidl SSL 46 4 0 27 Sep 2020
Deep Embedded Multi-view Clustering with Collaborative Training Jie Xu Yazhou Ren Guofeng Li Lili Pan Ce Zhu Zenglin Xu 79 163 0 26 Jul 2020
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation Abubakar Siddique Reza Jalil Mozhdehi Henry Medeiros DRL 55 4 0 14 Jul 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 90 197 0 15 Jun 2020
Deep Closed-Form Subspace Clustering Junghoon Seo Jamyoung Koo Taegyun Jeon 56 11 0 26 Aug 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 58 72 0 24 Apr 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 90 64 0 23 Jan 2019