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ClusterGAN : Latent Space Clustering in Generative Adversarial Networks

10 September 2018

Papers citing "ClusterGAN : Latent Space Clustering in Generative Adversarial Networks"

50 / 110 papers shown

Title
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models Xuanchi Ren Y. Lu Tianshi Cao Ruiyuan Gao S. Huang ... Jun Gao Laura Leal-Taixe Mike Chen Sanja Fidler Huan Ling VGen 55 0 0 10 Jun 2025
Generative Kernel Spectral Clustering David Winant Sonny Achten Johan A. K. Suykens 157 0 0 04 Feb 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 102 1 0 03 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 96 1 0 03 Feb 2025
Towards Action Hijacking of Large Language Model-based Agent Yuyang Zhang Kangjie Chen Xudong Jiang Yuxiang Sun Run Wang Lina Wang Tianwei Zhang LLMAG AAML 175 0 0 14 Dec 2024
Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering Kazumoto Nakamura Yuji Nozawa Yu-Chieh Lin K. Nakata Youyang Ng ViT 64 2 0 07 Oct 2024
Deep Clustering via Distribution Learning Guanfang Dong Zijie Tan Chenqiu Zhao Anup Basu OOD 93 0 0 06 Aug 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 90 7 0 28 Jun 2024
From Discrete to Continuous: Deep Fair Clustering With Transferable Representations Xiang Zhang 90 0 0 24 Mar 2024
Discovering Behavioral Modes in Deep Reinforcement Learning Policies Using Trajectory Clustering in Latent Space Sindre Benjamin Remman A. Lekkas 66 1 0 20 Feb 2024
Profiling and Modeling of Power Characteristics of Leadership-Scale HPC System Workloads A. M. Karimi Naw Safrin Sattar Woong Shin Feiyi Wang 19 3 0 01 Feb 2024
Deep Clustering Using the Soft Silhouette Score: Towards Compact and Well-Separated Clusters Georgios Vardakas Ioannis Papakostas A. Likas 108 8 0 01 Feb 2024
FAST: Feature Aware Similarity Thresholding for Weak Unlearning in Black-Box Generative Models Subhodip Panda AP Prathosh MU AAML 97 2 0 22 Dec 2023
ClusterDDPM: An EM clustering framework with Denoising Diffusion Probabilistic Models Jing Liu Jing Liu Zhonghan Zhang DiffM 56 0 0 13 Dec 2023
Controlling the Output of a Generative Model by Latent Feature Vector Shifting Róbert Belanec Peter Lacko Kristína Malinovská 31 1 0 15 Nov 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 122 25 0 09 Sep 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 52 4 0 06 Mar 2023
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering Yi Zhou Qinghai Zheng Wen-biao Yan Yifei Wang Pengcheng Shi Jihua Zhu 71 17 0 26 Feb 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Andrea Coletta Svitlana Vyetrenko T. Balch OffRL 58 8 0 23 Feb 2023
Density peak clustering using tensor network Xiaoxi Shi Y. Shang 44 1 0 01 Feb 2023
Unsupervised Learning of Structured Representations via Closed-Loop Transcription Shengbang Tong Xili Dai Yubei Chen Mingyang Li Zengyi Li Brent Yi Yann LeCun Yi Ma SSL DRL 91 7 0 30 Oct 2022
Federated clustering with GAN-based data synthesis Jing Liu Jing Liu Jianpeng Qi Zhonghan Zhang FedML 63 7 0 29 Oct 2022
GLCC: A General Framework for Graph-Level Clustering Wei Ju Yiyang Gu Binqi Chen Gongbo Sun Yifang Qin Xing Liu Xiao Luo Ming Zhang 99 42 0 21 Oct 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 Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 60 14 0 26 Sep 2022
Enhancing cluster analysis via topological manifold learning Moritz Herrmann Daniyal Kazempour Fabian Scheipl Peer Kröger 53 9 0 01 Jul 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions Sheng Zhou Hongjia Xu Zhuonan Zheng Jiawei Chen Zhao Li Jiajun Bu Jia Wu Xin Eric Wang Wenwu Zhu Martin Ester 96 103 0 15 Jun 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 59 49 0 14 Jun 2022
Unsupervised Deep Discriminant Analysis Based Clustering Jinyu Cai Wenzhong Guo Jicong Fan 66 5 0 09 Jun 2022
Stacked unsupervised learning with a network architecture found by supervised meta-learning Kyle L. Luther H. S. Seung SSL 46 0 0 06 Jun 2022
Secure Federated Clustering Songze Li Sizai Hou Baturalp Buyukates A. Avestimehr FedML 72 14 0 31 May 2022
AIGenC: An AI generalisation model via creativity Corina Catarau-Cotutiu Esther Mondragón Eduardo Alonso 43 1 0 19 May 2022
Multi-level Latent Space Structuring for Generative Control Oren Katzir Vicky Perepelook Dani Lischinski Daniel Cohen-Or 107 4 0 11 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 44 1 0 10 Feb 2022
Deep clustering with fusion autoencoder Shuai Chang DRL 21 0 0 11 Jan 2022
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 77 6 0 24 Dec 2021
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 76 17 0 06 Dec 2021
Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering Yanming Li Changsheng Li Shiye Wang Ye Yuan Guoren Wang SSL 48 0 0 28 Oct 2021
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 91 44 0 08 Oct 2021
A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples Tong Sun Gang Yu 23 0 0 28 Sep 2021
Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images Farzin Soleymani M. Eslami T. Elze B. Bischl Mina Rezaei 46 5 0 22 Sep 2021
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing Bingchuan Li Shaofei Cai Wei Liu Peng Zhang Qian He Miao Hua Zili Yi 93 12 0 22 Sep 2021
Learning Disentangled Representations in the Imaging Domain Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris OOD DRL 178 72 0 26 Aug 2021
Unsupervised Image Generation with Infinite Generative Adversarial Networks Hui Ying He Wang Tianjia Shao Yin Yang Kun Zhou GAN 46 2 0 18 Aug 2021
Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces T. Dam S. Anavatti H. Abbass 53 6 0 27 Jul 2021
Selective Pseudo-label Clustering Louis Mahon Thomas Lukasiewicz 57 15 0 22 Jul 2021
A Mechanism for Producing Aligned Latent Spaces with Autoencoders Saachi Jain Adityanarayanan Radhakrishnan Caroline Uhler 86 9 0 29 Jun 2021
Stein Latent Optimization for Generative Adversarial Networks Uiwon Hwang Heeseung Kim Dahuin Jung Hyemi Jang Hyungyu Lee Sungroh Yoon GAN 94 2 0 09 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
You Never Cluster Alone Yuming Shen Ziyi Shen Menghan Wang Jie Qin Philip Torr Ling Shao SSL 90 45 0 03 Jun 2021