Showing cs.CVShow all
2 papers · 1 filter
cs.CV2024
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI
Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
Diffusion probabilistic models (DPMs) have exhibited significant effectiveness in computer vision tasks, particularly in image generation. However, their notable performance heavil…
cs.CV2024
Non-negative Subspace Feature Representation for Few-shot Learning in Medical Imaging
Keqiang Fan, Xiaohao Cai, Mahesan Niranjan
Unlike typical visual scene recognition domains, in which massive datasets are accessible to deep neural networks, medical image interpretations are often obstructed by the paucity…