IEEE

ICDM: Interference Cancellation Diffusion Models for Wireless Semantic Communications

Abstract: Diffusion models (DMs) have recently achieved significant success in wireless communications systems due to their denoising capabilities. The broadcast nature of wireless signals makes them ...
marktechpost

Google DeepMind Introduces Unified Latents (UL): A Machine Learning Framework that Jointly Regularizes Latents Using a Diffusion Prior and Decoder

Generative AI’s current trajectory relies heavily on Latent Diffusion Models (LDMs) to manage the computational cost of high-resolution synthesis. By compressing data into a lower-dimensional latent ...
Scientific Research Publishing

Wen, Y. and Wang, L. (2024) YOLO-SD: Simulated Feature Fusion for Few-Shot Industrial Defect Detection Based on YOLOv8 and Stable Diffusion. International Journal of Machine ...

ABSTRACT: Effectively detecting subtle surface defects in strip steel is vital for industrial quality assurance; however, most existing approaches fail to strike an optimal balance between accuracy ...
IEEE

UTracker: Learning Visuomotor Policies for Underwater Active Target Tracking Via Imitation Learning and Diffusion Model

Abstract: Active visual tracking of underwater non-cooperative targets is a challenging task for autonomous underwater vehicles (AUVs) due to the complexity of underwater environments and the ...