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eess.IV2024★ 1 cited
Extreme Video Compression with Pre-trained Diffusion Models
Bohan Li, Yiming Liu, Xueyan Niu +3
Diffusion models have achieved remarkable success in generating high quality image and video data. More recently, they have also been used for image compression with high perceptua…
eess.IV2023★ 28 cited
High Perceptual Quality Wireless Image Delivery with Denoising Diffusion Models
Selim F. Yilmaz, Xueyan Niu, Bo Bai +3
We consider the image transmission problem over a noisy wireless channel via deep learning-based joint source-channel coding (DeepJSCC) along with a denoising diffusion probabilist…