Unsupervised Deep Embedding for Clustering Analysis

19 November 2015

Papers citing "Unsupervised Deep Embedding for Clustering Analysis"

26 / 26 papers shown

Title
MADCluster: Model-agnostic Anomaly Detection with Self-supervised Clustering Network Sangyong Lee Subo Hwang Dohoon Kim 30 0 0 22 May 2025
LANID: LLM-assisted New Intent Discovery Lu Fan Jiashu Pu Rongsheng Zhang Xiao-Ming Wu 80 2 0 31 Mar 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 108 1 0 17 Feb 2025
Personalized Clustering via Targeted Representation Learning Xiwen Geng Suyun Zhao Yixin Yu Borui Peng Pan Du Hong Chen Cuiping Li Mengdie Wang 100 0 0 18 Dec 2024
Deep clustering using adversarial net based clustering loss Kart-Leong Lim 97 0 0 12 Dec 2024
Composing Novel Classes: A Concept-Driven Approach to Generalized Category Discovery Chuyu Zhang Peiyan Gu Xueyang Yu Xuming He 78 0 0 17 Oct 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 63 3 0 07 Oct 2024
Detecting Near-Duplicate Face Images Sudipta Banerjee Arun Ross CVBM 44 0 0 14 Aug 2024
Towards Calibrated Deep Clustering Network Yuheng Jia Jianhong Cheng Hui Liu Junhui Hou UQCV 75 1 0 04 Mar 2024
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering Zijie Song Zhenzhen Hu Richang Hong SSL 57 0 0 27 Oct 2023
New Intent Discovery with Pre-training and Contrastive Learning Yuwei Zhang Haode Zhang Li-Ming Zhan Albert Y.S. Lam Albert Y. S. Lam SSL VLM 70 42 0 25 May 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 55 24 0 18 Mar 2022
Labelling unlabelled videos from scratch with multi-modal self-supervision Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 36 152 0 24 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 71 4,032 0 17 Jun 2020
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis Mingxuan Yue Yaguang Li Haoze Yang Ritesh Ahuja Yao-Yi Chiang Cyrus Shahabi 24 32 0 03 Mar 2020
ClusterFit: Improving Generalization of Visual Representations Xueting Yan Ishan Misra Abhinav Gupta Deepti Ghadiyaram D. Mahajan SSL VLM 41 132 0 06 Dec 2019
CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data Chih-Chung Hsu Chia-Wen Lin SSL 34 128 0 19 May 2017
On orthogonality and learning recurrent networks with long term dependencies Eugene Vorontsov C. Trabelsi Samuel Kadoury C. Pal ODL 56 239 0 31 Jan 2017
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 28 868 0 15 Oct 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 192 37,704 0 20 May 2016
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 125 14,703 0 20 Jun 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 60 15,825 0 12 Nov 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 141 26,091 0 11 Nov 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 91 12,384 0 24 Jun 2012
Building high-level features using large scale unsupervised learning Quoc V. Le MarcÁurelio Ranzato R. Monga M. Devin Kai Chen G. Corrado J. Dean A. Ng SSL OffRL CVBM 50 2,268 0 29 Dec 2011
A Tutorial on Spectral Clustering U. V. Luxburg 108 10,497 0 01 Nov 2007