Objective-Based Hierarchical Clustering of Deep Embedding Vectors

15 December 2020

Papers citing "Objective-Based Hierarchical Clustering of Deep Embedding Vectors"

28 / 28 papers shown

Title
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics Hanming Yang A. Moretti Sebastian Macaluso Philippe Chlenski C. A. Naesseth I. Pe’er BDL 107 1 0 03 Jan 2025
An Objective for Hierarchical Clustering in Euclidean Space and its Connection to Bisecting K-means Benjamin Moseley Yuyan Wang 34 8 0 30 Aug 2020
Fast Kernel k-means Clustering Using Incomplete Cholesky Factorization Li Chen Shuisheng Zhou Jiajun Ma 73 8 0 07 Feb 2020
Scalable Hierarchical Clustering with Tree Grafting Nicholas Monath Ari Kobren A. Krishnamurthy Michael R. Glass Andrew McCallum 51 37 0 31 Dec 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,193 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 612 24,431 0 26 Jul 2019
Ultra-Scalable Spectral Clustering and Ensemble Clustering Dong Huang Changdong Wang Jian-Sheng Wu Jianhuang Lai C. Kwoh 31 350 0 04 Mar 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 113 1,714 0 13 Feb 2019
Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent Dmitrii Avdiukhin S. Pupyrev G. Yaroslavtsev 42 18 0 10 Feb 2019
Hierarchically Clustered Representation Learning Su-Jin Shin Kyungwoo Song Il-Chul Moon BDL 39 16 0 28 Jan 2019
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders Emile Mathieu Charline Le Lan Chris J. Maddison Ryota Tomioka Yee Whye Teh BDL DRL 74 178 0 17 Jan 2019
Foundations of Comparison-Based Hierarchical Clustering Debarghya Ghoshdastidar Michaël Perrot U. V. Luxburg 36 26 0 02 Nov 2018
Hierarchical Clustering better than Average-Linkage Moses Charikar Vaggos Chatziafratis Rad Niazadeh 27 63 0 07 Aug 2018
Scalable Spectral Clustering Using Random Binning Features Lingfei Wu Pin-Yu Chen Ian En-Hsu Yen Fangli Xu Yinglong Xia Charu C. Aggarwal 57 38 0 25 May 2018
Hierarchical Clustering with Structural Constraints Vaggos Chatziafratis Rad Niazadeh Moses Charikar 34 48 0 24 May 2018
A hierarchical loss and its problems when classifying non-hierarchically C. Wu M. Tygert Yann LeCun 33 29 0 01 Sep 2017
CNN features are also great at unsupervised classification Joris Guérin O. Gibaru Stéphane Thiery E. Nyiri OOD SSL 38 76 0 06 Jul 2017
Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds Shusen Wang Alex Gittens Michael W. Mahoney 59 128 0 09 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 85 1,304 0 22 May 2017
Accelerated Hierarchical Density Clustering Leland McInnes John Healy 53 399 0 20 May 2017
Hierarchical Clustering: Objective Functions and Algorithms Vincent Cohen-Addad Varun Kanade Frederik Mallmann-Trenn Claire Mathieu 55 524 0 07 Apr 2017
A Proximity-Aware Hierarchical Clustering of Faces Wei-An Lin Jun-Cheng Chen Rama Chellappa CVBM 51 52 0 14 Mar 2017
Joint Unsupervised Learning of Deep Representations and Image Clusters Jianwei Yang Devi Parikh Dhruv Batra SSL 51 817 0 13 Apr 2016
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 183 320 0 06 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
A cost function for similarity-based hierarchical clustering S. Dasgupta 52 195 0 16 Oct 2015
Consistent procedures for cluster tree estimation and pruning Kamalika Chaudhuri S. Dasgupta Samory Kpotufe U. V. Luxburg 55 65 0 05 Jun 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 392 33,521 0 16 Oct 2013