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Deep clustering: On the link between discriminative models and K-means

9 October 2018

Papers citing "Deep clustering: On the link between discriminative models and K-means"

45 / 45 papers shown

Title
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 112 0 0 07 May 2025
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation Xingye Fan Zhongwen Z. Zhang Yuri Boykov VLM 106 0 0 10 Mar 2025
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation Shambhavi Mishra Julio Silva-Rodrıguez Ismail ben Ayed M. Pedersoli Jose Dolz VLM 138 1 0 26 Nov 2024
Deep Clustering via Distribution Learning Guanfang Dong Zijie Tan Chenqiu Zhao Anup Basu OOD 93 0 0 06 Aug 2024
Deep Embedding Clustering Driven by Sample Stability Zhanwen Cheng Feijiang Li Jieting Wang Yuhua Qian 51 0 0 29 Jan 2024
ClusT3: Information Invariant Test-Time Training G. A. V. Hakim David Osowiechi Mehrdad Noori Milad Cheraghalikhani Ismail Ben Ayed Christian Desrosiers TTA OOD 88 12 0 18 Oct 2023
Generalised Mutual Information: a Framework for Discriminative Clustering Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Warith Harchaoui Mickael Leclercq Arnaud Droit F. Precioso 28 3 0 06 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 89 13 0 01 Sep 2023
Task Adaptive Feature Transformation for One-Shot Learning Imtiaz Masud Ziko Freddy Lecue Ismail Ben Ayed VLM 59 1 0 13 Apr 2023
Collision Cross-entropy for Soft Class Labels and Deep Clustering Z. Zhang Yuri Boykov 56 1 0 13 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 60 44 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 129 109 0 23 Feb 2023
Discriminative Entropy Clustering and its Relation to K-means and SVM Z. Zhang Yuri Boykov 18 0 0 26 Jan 2023
Parametric Information Maximization for Generalized Category Discovery Florent Chiaroni Jose Dolz Imtiaz Masud Ziko A. Mitiche Ismail Ben Ayed 83 18 0 01 Dec 2022
A Strong Baseline for Generalized Few-Shot Semantic Segmentation Sina Hajimiri Malik Boudiaf Ismail Ben Ayed Jose Dolz VLM 84 29 0 25 Nov 2022
Deep Clustering With Consensus Representations Lukas Miklautz Martin Teuffenbach Pascal Weber Rona Perjuci Walid Durani Christian Böhm Claudia Plant 45 7 0 13 Oct 2022
Generalised Mutual Information for Discriminative Clustering Louis Ohl Pierre-Alexandre Mattei C. Bouveyron Warith Harchaoui Mickael Leclercq Arnaud Droit F. Precioso 40 6 0 12 Oct 2022
Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions Florent Chiaroni Malik Boudiaf A. Mitiche Ismail Ben Ayed 70 0 0 30 Jul 2022
High-dimensional logistic entropy clustering Edouard Genetay Adrien Saumard Rémi Coulaud 18 0 0 16 Dec 2021
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning Yaoming Cai Zijia Zhang Yang Liu Pedram Ghamisi Kunping Li Xiaobo Liu Z. Cai 48 16 0 15 Nov 2021
Deep Attention-guided Graph Clustering with Dual Self-supervision Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 74 25 0 10 Nov 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Yin Zhao Minquan Wang Longjun Cai OOD 118 10 0 13 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 144 248 0 08 Oct 2021
Self-Enhancing Multi-filter Sequence-to-Sequence Model Yunhao Yang Zhaokun Xue Andrew Whinston 64 1 0 25 Sep 2021
Attention-driven Graph Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou GNN 120 106 0 12 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 190 71 0 06 Aug 2021
fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering Xiao-Lei Zhang 25 0 0 05 Jul 2021
Enhancing the Analysis of Software Failures in Cloud Computing Systems with Deep Learning Domenico Cotroneo L. Simone Pietro Liguori R. Natella 38 19 0 29 Jun 2021
Mutual-Information Based Few-Shot Classification Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony Jose Dolz Ismail Ben Ayed Pablo Piantanida VLM 76 2 0 23 Jun 2021
Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model Yunhao Yang Zhaokun Xue 112 3 0 18 May 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 80 115 0 08 Apr 2021
Deep Contrastive Patch-Based Subspace Learning for Camera Image Signal Processing Yunhao Yang Yi Wang Minh Nguyen 63 0 0 01 Apr 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 201 154 0 17 Mar 2021
Unsupervised Domain Adaptation of Black-Box Source Models Haojian Zhang Yabin Zhang Kui Jia Lei Zhang 203 54 0 08 Jan 2021
Teach me to segment with mixed supervision: Confident students become masters Jose Dolz Christian Desrosiers Ismail Ben Ayed 63 25 0 15 Dec 2020
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang Xiatian Zhu Ke Chen Kui Jia C. L. Philip Chen 53 25 0 08 Dec 2020
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 81 54 0 14 Nov 2020
Transductive Information Maximization For Few-Shot Learning Malik Boudiaf Imtiaz Masud Ziko Jérôme Rony José Dolz Pablo Piantanida Ismail Ben Ayed VLM 83 79 0 25 Aug 2020
Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis Xiaomeng Li M. Jia Md Tauhidul Islam Lequan Yu Lei Xing 78 110 0 21 Jul 2020
Relation-Guided Representation Learning Zhao Kang Xiao Lu Jian Liang Kun Bai Zenglin Xu BDL OOD AI4TS 63 49 0 11 Jul 2020
Source-Relaxed Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 75 85 0 07 May 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering Hui Tang Ke Chen Kui Jia CML OOD 75 273 0 19 Mar 2020
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 62 54 0 26 Sep 2019
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding Ryan McConville Raúl Santos-Rodríguez Robert Piechocki I. Craddock 78 110 0 16 Aug 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 90 64 0 23 Jan 2019