GMR-Conv: An Efficient Rotation and Reflection Equivariant Convolution Kernel Using Gaussian Mixture Rings.
CoRR, April, 2025
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net.
CoRR, January, 2025
SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification.
CoRR, January, 2025
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography.
CoRR, 2024
Self-supervised Pre-training Tasks for an fMRI Time-Series Transformer in Autism Detection.
Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024
CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
SIFT-DBT: Self-Supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval.
Medical Image Anal., 2023
Conditional Generation of Audio from Video via Foley Analogies.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023