Psoriasis

Psoriasis

Latest AI and machine learning research in psoriasis for healthcare professionals.

2,970 articles

Dermatology Subcategories: Atopy Psoriasis

Showing 673-693 of 2,970 articles

Efficient sampling approaches based on generalized Golub-Kahan methods for large-scale hierarchical Bayesian inverse problems

Uncertainty quantification for large-scale inverse problems remains a challenging task. For linear...

Feb 2025 http://arxiv.org/abs/2502.03281v1

AI-driven materials design: a mini-review

Materials design is an important component of modern science and technology, yet traditional appro...

Feb 2025 http://arxiv.org/abs/2502.02905v1

Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction

Low-rank tensor estimation offers a powerful approach to addressing high-dimensional data challeng...

Feb 2025 http://arxiv.org/abs/2502.02761v1

Randomized and Inner-product Free Krylov Methods for Large-scale Inverse Problems

Iterative Krylov projection methods have become widely used for solving large-scale linear inverse...

Feb 2025 http://arxiv.org/abs/2502.02721v1

MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration

Spatial transformations that capture population-level morphological statistics are critical for me...

Feb 2025 http://arxiv.org/abs/2502.02029v1

Inverse Bridge Matching Distillation

Learning diffusion bridge models is easy; making them fast and practical is an art. Diffusion brid...

Feb 2025 http://arxiv.org/abs/2502.01362v1

MIND: Microstructure INverse Design with Generative Hybrid Neural Representation

The inverse design of microstructures plays a pivotal role in optimizing metamaterials with specif...

Feb 2025 http://arxiv.org/abs/2502.02607v1

Learning Difference-of-Convex Regularizers for Inverse Problems: A Flexible Framework with Theoretical Guarantees

Learning effective regularization is crucial for solving ill-posed inverse problems, which arise i...

Feb 2025 http://arxiv.org/abs/2502.00240v1

PSO-Net: Development of an automated psoriasis assessment system using attention-based interpretable deep neural networks

Psoriasis is a chronic skin condition that requires long-term treatment and monitoring. Although, ...

Jan 2025 http://arxiv.org/abs/2501.18782v1

DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models

Understanding and modeling lighting effects are fundamental tasks in computer vision and graphics....

Jan 2025 http://arxiv.org/abs/2501.18590v2

Solving Inverse Problems using Diffusion with Iterative Colored Renoising

Imaging inverse problems can be solved in an unsupervised manner using pre-trained diffusion model...

Jan 2025 http://arxiv.org/abs/2501.17468v2

Investigating the Feasibility of Patch-based Inference for Generalized Diffusion Priors in Inverse Problems for Medical Images

Plug-and-play approaches to solving inverse problems such as restoration and super-resolution have...

Jan 2025 http://arxiv.org/abs/2501.15309v2

MAP-based Problem-Agnostic diffusion model for Inverse Problems

Diffusion models have indeed shown great promise in solving inverse problems in image processing. ...

Jan 2025 http://arxiv.org/abs/2501.15128v2

SILO: Solving Inverse Problems with Latent Operators

Consistent improvement of image priors over the years has led to the development of better inverse...

Jan 2025 http://arxiv.org/abs/2501.11746v1

Dynamic-Aware Spatio-temporal Representation Learning for Dynamic MRI Reconstruction

Dynamic MRI reconstruction, one of inverse problems, has seen a surge by the use of deep learning ...

Jan 2025 http://arxiv.org/abs/2501.09049v1

Conformal mapping Coordinates Physics-Informed Neural Networks (CoCo-PINNs): learning neural networks for designing neutral inclusions

We focus on designing and solving the neutral inclusion problem via neural networks. The neutral i...

Jan 2025 http://arxiv.org/abs/2501.07809v1

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