Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering

16 November 2016

Papers citing "Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering"

47 / 97 papers shown

Title
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 32 111 0 08 Apr 2021
Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance Xu Xie Chi Zhang Yixin Zhu Ying Nian Wu Song-Chun Zhu 18 36 0 26 Mar 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 43 196 0 24 Mar 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 29 145 0 17 Mar 2021
Towards Accurate and Compact Architectures via Neural Architecture Transformer Yong Guo Yin Zheng Mingkui Tan Qi Chen Zhipeng Li Jian Chen P. Zhao Junzhou Huang ViT MQ 16 38 0 20 Feb 2021
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection Wei Wang Piji Li Haitao Zheng 27 13 0 13 Feb 2021
Disentangled Sequence Clustering for Human Intention Inference Mark Zolotas Y. Demiris DRL 24 5 0 23 Jan 2021
A Framework for Deep Constrained Clustering Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson 24 31 0 07 Jan 2021
Mixing Consistent Deep Clustering D. Lutscher Ali el Hassouni M. Stol Mark Hoogendoorn SSL 9 2 0 03 Nov 2020
Audio-Visual Self-Supervised Terrain Type Discovery for Mobile Platforms Akiyoshi Kurobe Yoshikatsu Nakajima Hideo Saito Kris Kitani SSL 13 3 0 13 Oct 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning Tao Han Junyu Gao Yuan. Yuan Qi. Wang 22 26 0 12 Oct 2020
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations Markos Georgopoulos Grigorios G. Chrysos M. Pantic Yannis Panagakis GAN DRL 24 58 0 09 Sep 2020
Dialogue State Induction Using Neural Latent Variable Models Qingkai Min Libo Qin Zhiyang Teng Xiao Liu Yue Zhang 14 23 0 13 Aug 2020
Towards Deep Clustering of Human Activities from Wearables Alireza Abedin F. Motlagh Javen Qinfeng Shi S. Hamid Rezatofighi Damith C. Ranasinghe HAI 16 20 0 02 Aug 2020
Relation-Guided Representation Learning Zhao Kang Xiao Lu Jian Liang Kun Bai Zenglin Xu BDL OOD AI4TS 21 48 0 11 Jul 2020
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search Yong Guo Yaofo Chen Yin Zheng P. Zhao Jian Chen Junzhou Huang Mingkui Tan 27 66 0 07 Jul 2020
Dissimilarity Mixture Autoencoder for Deep Clustering Juan S. Lara Fabio A. González 22 5 0 15 Jun 2020
Variational Autoencoder with Embedded Student- $t$ Mixture Model for Authorship Attribution Benedikt T. Boenninghoff Steffen Zeiler R. M. Nickel D. Kolossa BDL DRL 25 2 0 28 May 2020
Clustering based Contrastive Learning for Improving Face Representations Vivek Sharma Makarand Tapaswi M. Sarfraz Rainer Stiefelhagen CVBM SSL 27 46 0 05 Apr 2020
A Robust Speaker Clustering Method Based on Discrete Tied Variational Autoencoder Chen Feng Jianzong Wang Tongxu Li Junqing Peng Jing Xiao DRL 27 0 0 04 Mar 2020
GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering Chuang Niu Jun Zhang Ge Wang Jimin Liang SSL 27 70 0 27 Feb 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 27 20 0 24 Oct 2019
Neuro-SERKET: Development of Integrative Cognitive System through the Composition of Deep Probabilistic Generative Models T. Taniguchi Tomoaki Nakamura Masahiro Suzuki Ryo Kuniyasu Kaede Hayashi Akira Taniguchi Takato Horii Takayuki Nagai BDL DRL 24 48 0 20 Oct 2019
Increasing Expressivity of a Hyperspherical VAE Tim R. Davidson Jakub M. Tomczak E. Gavves 11 6 0 07 Oct 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 24 53 0 26 Sep 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders G. Loaiza-Ganem John P. Cunningham DRL 29 83 0 16 Jul 2019
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders Yin-Jyun Luo Kat R. Agres Dorien Herremans 19 46 0 19 Jun 2019
Continual Learning of New Sound Classes using Generative Replay Zhepei Wang Y. C. Sübakan Efthymios Tzinis Paris Smaragdis Laurent Charlin VLM 27 23 0 03 Jun 2019
Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding Yiğit Uğur George Arvanitakis Milad Sefidgaran BDL DRL 6 22 0 28 May 2019
Deep Discriminative Clustering Analysis Jianlong Chang Yiwen Guo Lingfeng Wang Gaofeng Meng Shiming Xiang Chunhong Pan 36 49 0 05 May 2019
Deep Spectral Clustering using Dual Autoencoder Network Xu Yang Cheng Deng Feng Zheng Junchi Yan Wei Liu 29 249 0 30 Apr 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 27 126 0 17 Mar 2019
Efficient Parameter-free Clustering Using First Neighbor Relations Saquib Sarfraz Vivek Sharma Rainer Stiefelhagen 22 177 0 28 Feb 2019
Improving Deep Image Clustering With Spatial Transformer Layers Thiago V. M. Souza Cleber Zanchettin 27 5 0 09 Feb 2019
A Framework for Deep Constrained Clustering -- Algorithms and Advances Hongjing Zhang Sugato Basu Ian Davidson 24 47 0 29 Jan 2019
Hierarchically Clustered Representation Learning Su-Jin Shin Kyungwoo Song Il-Chul Moon BDL 21 16 0 28 Jan 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 15 63 0 23 Jan 2019
Deep Representation Learning Characterized by Inter-class Separation for Image Clustering Dipanjan Das Ratul Ghosh Brojeshwar Bhowmick OOD SSL DRL 21 7 0 19 Jan 2019
Dirichlet Variational Autoencoder Weonyoung Joo Wonsung Lee Sungrae Park Il-Chul Moon BDL DRL 27 101 0 09 Jan 2019
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence Athanasios Davvetas I. Klampanos V. Karkaletsis 27 5 0 09 Nov 2018
Geodesic Clustering in Deep Generative Models Tao Yang Georgios Arvanitidis Dongmei Fu Xiaogang Li Søren Hauberg 19 27 0 13 Sep 2018
Hyperprior Induced Unsupervised Disentanglement of Latent Representations Abdul Fatir Ansari Harold Soh CoGe CML UD DRL 26 31 0 12 Sep 2018
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng Yunfan Li Ivor W. Tsang Erik Cambria Jiancheng Lv Qiufeng Wang 13 74 0 22 Aug 2018
Variational Memory Encoder-Decoder Hung Le T. Tran Thin Nguyen Svetha Venkatesh VLM DRL 15 32 0 26 Jul 2018
Clustering with Deep Learning: Taxonomy and New Methods Elie Aljalbout Vladimir Golkov Yawar Siddiqui Maximilian Strobel Daniel Cremers 33 240 0 23 Jan 2018
Learning Discrete Representations via Information Maximizing Self-Augmented Training Weihua Hu Takeru Miyato Seiya Tokui Eiichi Matsumoto Masashi Sugiyama 35 446 0 28 Feb 2017
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016