2 papers
cs.LG2026
An Hybrid Quantum-Classical Diffusion Model for Image Generation
Qipeng Qian, Keli Deng, Yuntao Qian
Quantum diffusion models provide a physics-consistent route to generative learning by formulating noising and denoising directly on quantum states. However, applying such models to…
cs.CV2025
RGB Pre-Training Enhanced Unobservable Feature Latent Diffusion Model for Spectral Reconstruction
Keli Deng, Jie Nie, Yuntao Qian
Spectral reconstruction (SR) is a crucial problem in image processing that requires reconstructing hyperspectral images (HSIs) from the corresponding RGB images. A key difficulty i…