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"

26 / 26 papers shown

Title
A Tutorial on Discriminative Clustering and Mutual Information Louis Ohl Pierre-Alexandre Mattei F. Precioso 60 0 0 07 May 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 95 1 0 26 Nov 2024
Deep Embedding Clustering Driven by Sample Stability Zhanwen Cheng Feijiang Li Jieting Wang Yuhua Qian 36 0 0 29 Jan 2024
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 37 12 0 01 Sep 2023
Task Adaptive Feature Transformation for One-Shot Learning Imtiaz Masud Ziko Freddy Lecue Ismail Ben Ayed VLM 42 1 0 13 Apr 2023
Collision Cross-entropy for Soft Class Labels and Deep Clustering Z. Zhang Yuri Boykov 23 0 0 13 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 30 43 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 58 97 0 23 Feb 2023
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Yin Zhao Minquan Wang Longjun Cai OOD 63 9 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 38 242 0 08 Oct 2021
Self-Enhancing Multi-filter Sequence-to-Sequence Model Yunhao Yang Zhaokun Xue Andrew Whinston 45 1 0 25 Sep 2021
Attention-driven Graph Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou GNN 43 103 0 12 Aug 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 137 67 0 06 Aug 2021
Enhancing the Analysis of Software Failures in Cloud Computing Systems with Deep Learning Domenico Cotroneo L. Simone Pietro Liguori R. Natella 36 18 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 40 2 0 23 Jun 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 42 111 0 08 Apr 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 38 146 0 17 Mar 2021
Teach me to segment with mixed supervision: Confident students become masters Jose Dolz Christian Desrosiers Ismail Ben Ayed 44 25 0 15 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 29 53 0 14 Nov 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 31 109 0 21 Jul 2020
Relation-Guided Representation Learning Zhao Kang Xiao Lu Jian Liang Kun Bai Zenglin Xu BDL OOD AI4TS 37 48 0 11 Jul 2020
Source-Relaxed Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 38 84 0 07 May 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering Hui Tang Ke Chen Kui Jia CML OOD 31 270 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 29 53 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 25 107 0 16 Aug 2019
Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction Nairouz Mrabah N. Khan Riadh Ksantini Z. Lachiri 28 64 0 23 Jan 2019