Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification

17 June 2021

Papers citing "Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification"

5 / 5 papers shown

Title
Patronus: Bringing Transparency to Diffusion Models with Prototypes Nina Weng Aasa Feragen Siavash Bigdeli DiffM 69 0 0 28 Mar 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis Fuying Wang Feng Wu Yihan Tang Lequan Yu AI4TS 87 1 0 01 Nov 2024
Prototype-Based Methods in Explainable AI and Emerging Opportunities in the Geosciences Anushka Narayanan Karianne J. Bergen 115 2 0 22 Oct 2024
Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification Ziwen Kan Shahbaz Rezaei Xin Liu BDL AI4TS 54 0 0 22 Aug 2024
Population Transformer: Learning Population-level Representations of Neural Activity Geeling Chau Christopher Wang Sabera Talukder Vighnesh Subramaniam Saraswati Soedarmadji Yisong Yue Boris Katz Andrei Barbu MedIm 158 6 0 05 Jun 2024