Dermatology Boosting few-shot rare skin disease classification via self-supervision and distribution calibration. July 1, 2024
Artificial Intelligence | Computer Vision SSR-2D: Semantic 3D Scene Reconstruction from 2D Images. June 5, 2024
Medical Imaging | Radiology Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives. January 14, 2024
Biomedical Engineering | Cardiology | Machine Learning Towards quantitative precision for ECG analysis: Leveraging state space models, self-supervision and patient metadata. September 1, 2023
Computational Music Understanding | Music Information Retrieval Creating musical features using multi-faceted, multi-task encoders based on transformers. July 3, 2023
Image processing | Remote Sensing Self-supervision assisted multimodal remote sensing image classification with coupled self-looping convolution networks. May 4, 2023
Other Homophily-Enhanced Self-Supervision for Graph Structure Learning: Insights and Directions. April 20, 2023
Artificial Intelligence | Remote Sensing Adaptive Discriminative Regions Learning Network for Remote Sensing Scene Classification. January 21, 2023
Radiology Improving Fast MRI Reconstructions with Pretext Learning in Low-Data Regime. October 17, 2022
Computer Vision | Conservation Biology Deep learning with self-supervision and uncertainty regularization to count fish in underwater images. May 4, 2022
Orthopedics | Radiology A multi-scale keypoint estimation network with self-supervision for spinal curvature assessment of idiopathic scoliosis from the imperfect dataset. March 4, 2022
Pathology Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations. February 1, 2021