[HTML][HTML] Bidirectional visual-tactile cross-modal generation using latent feature space flow model

Y Fang, X Zhang, W Xu, G Liu, J Zhao - Neural Networks, 2024 - Elsevier
Inspired by visual-tactile cross-modal bidirectional mapping of the human brain, this paper
introduces a novel approach to bidirectional mapping between visual and tactile data, an …

A Framework for Counterfactual Explanation of Predictive Uncertainty in Multimodal Models

T Qiu, Q Li - IEEE Transactions on Neural Networks and …, 2024 - ieeexplore.ieee.org
Both predictive uncertainty estimation and visual explanation are crucial elements in helping
humans understand the artificial intelligence (AI) decision-making process and in building …

MultiVae: A Python library for Multimodal Generative Autoencoders

A Senellart, C Chadebec, S Allassonnière - 2023 - hal.science
In recent years, there has been a major boom in the development of multimodal machine
learning models. Among open topics, representation (fusion) and generation of multimodal …