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On Constrained Spectral Clustering and Its Applications

25 January 2012

Papers citing "On Constrained Spectral Clustering and Its Applications"

21 / 21 papers shown

Title
On consistency of constrained spectral clustering under representation-aware stochastic block model Shubham Gupta Ambedkar Dukkipati 96 1 0 03 Mar 2022
Weighted Sparse Subspace Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning Hankui Peng N. Pavlidis 60 0 0 08 Jun 2021
Advances in integration of end-to-end neural and clustering-based diarization for real conversational speech K. Kinoshita Marc Delcroix Naohiro Tawara 127 61 0 19 May 2021
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions Shubham Gupta Ambedkar Dukkipati 66 9 0 08 May 2021
Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations Alexander Ritchie Robert A. Vandermeulen Clayton Scott 46 14 0 12 Jun 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 88 93 0 08 Apr 2020
Linear Constrained Rayleigh Quotient Optimization: Theory and Algorithms Yunshen Zhou Z. Bai Ren-Cang Li 17 2 0 07 Nov 2019
Deep Amortized Clustering Juho Lee Yoonho Lee Yee Whye Teh FedML 77 22 0 30 Sep 2019
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models Xun Xu L. Cheong Zhuwen Li 76 33 0 16 Aug 2019
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Alberto Bailoni Constantin Pape Nathan Hütsch Steffen Wolf T. Beier Anna Kreshuk Fred Hamprecht 72 12 0 27 Jun 2019
Robust Motion Segmentation from Pairwise Matches F. Arrigoni Tomas Pajdla 3DV 45 11 0 22 May 2019
Guarantees for Spectral Clustering with Fairness Constraints Matthäus Kleindessner Samira Samadi Pranjal Awasthi Jamie Morgenstern 108 159 0 24 Jan 2019
A probabilistic constrained clustering for transfer learning and image category discovery Yen-Chang Hsu Zhaoyang Lv Joel Schlosser Phillip Odom Z. Kira 63 3 0 28 Jun 2018
Motion Segmentation by Exploiting Complementary Geometric Models Xun Xu L. Cheong Zhuwen Li 49 38 0 06 Apr 2018
COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints Toon van Craenendonck Sebastijan Dumancic E. V. Wolputte Hendrik Blockeel 34 7 0 29 Mar 2018
COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints Toon van Craenendonck Sebastijan Dumancic Hendrik Blockeel 67 35 0 30 Jan 2018
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 101 221 0 28 Nov 2017
Constraint-Based Clustering Selection Toon van Craenendonck Hendrik Blockeel 96 32 0 23 Sep 2016
Learning Concept Embeddings with Combined Human-Machine Expertise Michael J. Wilber Iljung S. Kwak D. Kriegman Serge J. Belongie 99 39 0 24 Sep 2015
Sync-Rank: Robust Ranking, Constrained Ranking and Rank Aggregation via Eigenvector and Semidefinite Programming Synchronization Mihai Cucuringu 134 56 0 05 Apr 2015
Temporally Coherent Bayesian Models for Entity Discovery in Videos by Tracklet Clustering Adway Mitra Soma Biswas Chiranjib Bhattacharyya 80 1 0 22 Sep 2014