Search Results for author: Chun-Wun Cheng

Found 3 papers, 0 papers with code

Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis

no code implementations19 Mar 2024 Angelica I. Aviles-Rivero, Chun-Wun Cheng, Zhongying Deng, Zoe Kourtzi, Carola-Bibiane Schönlieb

Early detection of Alzheimer's disease's precursor stages is imperative for significantly enhancing patient outcomes and quality of life.

The Missing U for Efficient Diffusion Models

no code implementations31 Oct 2023 Sergio Calvo-Ordonez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schonlieb, Angelica I Aviles-Rivero

Diffusion Probabilistic Models stand as a critical tool in generative modelling, enabling the generation of complex data distributions.

Denoising Image Generation +1

Continuous U-Net: Faster, Greater and Noiseless

no code implementations1 Feb 2023 Chun-Wun Cheng, Christina Runkel, Lihao Liu, Raymond H Chan, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

Despite the powerful performance reported by existing U-Net type networks, they suffer from several major limitations.

Benchmarking Decoder +4

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