ClusterGAN : Latent Space Clustering in Generative Adversarial Networks

10 September 2018

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

43 / 43 papers shown

Title
Generative Kernel Spectral Clustering David Winant Sonny Achten Johan A. K. Suykens 80 0 0 04 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 67 1 0 03 Feb 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 82 1 0 03 Feb 2025
From Discrete to Continuous: Deep Fair Clustering With Transferable Representations Xiang Zhang 37 0 0 24 Mar 2024
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
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering Yi Zhou Qinghai Zheng Wen-biao Yan Yifei Wang Pengcheng Shi Jihua Zhu 31 17 0 26 Feb 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Andrea Coletta Svitlana Vyetrenko T. Balch OffRL 23 8 0 23 Feb 2023
Density peak clustering using tensor network Xiaoxi Shi Y. Shang 18 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 34 7 0 30 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 43 41 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 50 103 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 25 13 0 26 Sep 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 23 94 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 33 46 0 14 Jun 2022
Stacked unsupervised learning with a network architecture found by supervised meta-learning Kyle L. Luther H. S. Seung SSL 27 0 0 06 Jun 2022
Secure Federated Clustering Songze Li Sizai Hou Baturalp Buyukates A. Avestimehr FedML 23 9 0 31 May 2022
Multi-level Latent Space Structuring for Generative Control Oren Katzir Vicky Perepelook Dani Lischinski Daniel Cohen-Or 30 4 0 11 Feb 2022
Towards Disentangling Information Paths with Coded ResNeXt Apostolos Avranas Marios Kountouris FAtt 32 1 0 10 Feb 2022
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 25 6 0 24 Dec 2021
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 26 17 0 06 Dec 2021
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 38 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 21 37 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 22 5 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 37 71 0 26 Aug 2021
A Mechanism for Producing Aligned Latent Spaces with Autoencoders Saachi Jain Adityanarayanan Radhakrishnan Caroline Uhler 24 9 0 29 Jun 2021
DPR-CAE: Capsule Autoencoder with Dynamic Part Representation for Image Parsing Canqun Xiang Zhennan Wang Wenbin Zou Chen Xu OCL 24 1 0 30 Apr 2021
Unsupervised Two-Stage Anomaly Detection Yunfei Liu Chaoqun Zhuang Feng Lu 39 29 0 22 Mar 2021
CoDeGAN: Contrastive Disentanglement for Generative Adversarial Network Lili Pan Peijun Tang Zhiyong Chen Zenglin Xu GAN DRL 18 6 0 05 Mar 2021
Self-labeled Conditional GANs M. Noroozi SSL 19 10 0 03 Dec 2020
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation Abubakar Siddique Reza Jalil Mozhdehi Henry Medeiros DRL 30 4 0 14 Jul 2020
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches Kalun Ho J. Keuper Franz-Josef Pfreundt Margret Keuper 26 10 0 06 Jul 2020
Diverse Image Generation via Self-Conditioned GANs Steven Liu Tongzhou Wang David Bau Jun-Yan Zhu Antonio Torralba SyDa 27 107 0 18 Jun 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 24 5 0 15 Jun 2020
Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion Yang Wang 38 195 0 15 Jun 2020
PCAAE: Principal Component Analysis Autoencoder for organising the latent space of generative networks Chi-Hieu Pham Saïd Ladjal A. Newson DRL 38 31 0 14 Jun 2020
Cross-Domain Segmentation with Adversarial Loss and Covariate Shift for Biomedical Imaging Bora Baydar Savas Ozkan A. Emre Kavur N. Gezer M. Alper Selver G. Akar OOD 21 0 0 08 Jun 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 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
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 25 11 0 11 Aug 2019
Deep Discriminative Clustering Analysis Jianlong Chang Yiwen Guo Lingfeng Wang Gaofeng Meng Shiming Xiang Chunhong Pan 41 49 0 05 May 2019
Deep Spectral Clustering using Dual Autoencoder Network Xu Yang Cheng Deng Feng Zheng Junchi Yan Wen Liu 32 249 0 30 Apr 2019
Neural Collaborative Subspace Clustering Tong Zhang Pan Ji Mehrtash Harandi Wen-bing Huang Hongdong Li 21 72 0 24 Apr 2019
Robustness of Conditional GANs to Noisy Labels Kerry J. Halupka A. Khetan Zinan Lin Stephen Moore NoLa 24 79 0 08 Nov 2018