Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Survey
Generative AI (GAI) can enhance the cognitive, reasoning, and planning capabilities of
intelligent modules in the Internet of Vehicles (IoV) by synthesizing augmented datasets …
intelligent modules in the Internet of Vehicles (IoV) by synthesizing augmented datasets …
Adaptive Segmentation-Based Initialization for Steered Mixture of Experts Image Regression
Kernel image regression methods have shown to provide excellent efficiency in many image
processing task, such as image and light-field compression, Gaussian Splatting, denoising …
processing task, such as image and light-field compression, Gaussian Splatting, denoising …
Denoising OCT images using steered mixture of experts with multi-model inference
In Optical Coherence Tomography (OCT), speckle noise significantly hampers image
quality, affecting diagnostic accuracy. Current methods, including traditional filtering and …
quality, affecting diagnostic accuracy. Current methods, including traditional filtering and …
Edge-preserving denoising and super-resolution in OCT imagery using deep SMoE gating networks
This paper presents an innovative super-resolution (SR) method for Optical Coherence
Tomography (OCT), enhancing image resolution and reducing noise without retraining for …
Tomography (OCT), enhancing image resolution and reducing noise without retraining for …