XAI Beyond Classification: Interpretable Neural Clustering

22 August 2018

Ivor W. Tsang

Papers citing "XAI Beyond Classification: Interpretable Neural Clustering"

22 / 22 papers shown

Title
Cross-View Graph Consistency Learning for Invariant Graph Representations Jie Chen Zhiming Li Hua Mao Wai Lok Woo Xi Peng 83 0 0 20 Feb 2025
Interpret3C: Interpretable Student Clustering Through Individualized Feature Selection Isadora Salles Paola Mejia-Domenzain Vinitra Swamy Julian Blackwell Tanja Käser 43 1 0 28 May 2024
GCC: Generative Calibration Clustering Haifeng Xia Hai Huang Zhengming Ding 21 0 0 14 Apr 2024
Explainable Learning with Gaussian Processes Kurt Butler Guanchao Feng Petar M. Djurić 39 1 0 11 Mar 2024
AcME-AD: Accelerated Model Explanations for Anomaly Detection Valentina Zaccaria David Dandolo Chiara Masiero Gian Antonio Susto 37 2 0 02 Mar 2024
Deep Embedding Clustering Driven by Sample Stability Zhanwen Cheng Feijiang Li Jieting Wang Yuhua Qian 31 0 0 29 Jan 2024
Hate Speech Detection via Dual Contrastive Learning Junyu Lu Ho-Yi Lin Xiaokun Zhang Zhaoqing Li Tongyue Zhang Linlin Zong Fenglong Ma Bo Xu 38 17 0 10 Jul 2023
Interpretable Deep Clustering for Tabular Data Jonathan Svirsky Ofir Lindenbaum 46 6 0 07 Jun 2023
Latest Trends in Artificial Intelligence Technology: A Scoping Review Teemu Niskanen T. Sipola Olli Väänänen 25 1 0 08 May 2023
Deep Multiview Clustering by Contrasting Cluster Assignments Jing Chen Hua Mao Wai Lok Woo Xi Peng 23 44 0 21 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 28 56 0 10 Apr 2023
Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios Jie Xu Yazhou Ren Xiaolong Wang Lei Feng Zheng Zhang Gang Niu Xiao-lan Zhu 29 9 0 30 Mar 2023
Twin Contrastive Learning for Online Clustering Yunfan Li Mouxing Yang Dezhong Peng Taihao Li Jian-Tao Huang Xiaocui Peng 22 107 0 21 Oct 2022
Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph Liangchi Li Siwei Wang Xinwang Liu En Zhu Li Shen KenLi Li Keqin Li 77 45 0 05 Jul 2022
Anisotropic, Sparse and Interpretable Physics-Informed Neural Networks for PDEs A. A. Ramabathiran P. Ramachandran AI4CE 19 0 0 01 Jul 2022
Unsupervised Deep Discriminant Analysis Based Clustering Jinyu Cai Wenzhong Guo Jicong Fan 31 5 0 09 Jun 2022
Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation Yuheng Jia Guanxing Lu Hui Liu Junhui Hou 28 19 0 21 May 2022
Incomplete Multi-view Clustering via Cross-view Relation Transfer Yiming Wang Dongxia Chang Zhiqiang Fu Yao Zhao 13 27 0 01 Dec 2021
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 68 29 0 15 Oct 2021
Cost Function Unrolling in Unsupervised Optical Flow Gal Lifshitz D. Raviv 45 3 0 30 Nov 2020
A New Similarity Space Tailored for Supervised Deep Metric Learning P. H. Barros Fabiane Queiroz Flavio Figueredo J. A. dos Santos Heitor S. Ramos DRL 27 7 0 16 Nov 2020
From Clustering to Cluster Explanations via Neural Networks Jacob R. Kauffmann Malte Esders Lukas Ruff G. Montavon Wojciech Samek K. Müller 24 69 0 18 Jun 2019