Dentistry | Oncology | Radiology Enhancing deep learning classification performance of tongue lesions in imbalanced data: mosaic-based soft labeling with curriculum learning. February 2, 2024
Computer Science | Education | Neuroscience An analytical theory of curriculum learning in teacher-student networks. October 11, 2023
Orthopedics | Radiology Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification. October 9, 2023
Clinical Decision Making | Electronic Health Records | Medication Recommendation CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation. September 6, 2023
Pathology Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach. August 24, 2023
Radiology Multi-Label Local to Global Learning: A Novel Learning Paradigm for Chest X-ray Abnormality Classification. May 30, 2023
Ophthalmology | Radiology GREnet: Gradually REcurrent Network With Curriculum Learning for 2-D Medical Image Segmentation. April 6, 2023
Autonomous Vehicles | Machine Learning | Robotics Reinforcement and Curriculum Learning for Off-Road Navigation of an UGV with a 3D LiDAR. March 30, 2023
Dynamical Systems | Machine Learning Curriculum learning for data-driven modeling of dynamical systems. March 8, 2023
AI in Autonomous Vehicles How to train a self-driving vehicle: On the added value (or lack thereof) of curriculum learning and replay buffers. February 10, 2023
Artificial Intelligence | Navigation and Positioning Technology | Robotics Real-time route planning of unmanned aerial vehicles based on improved soft actor-critic algorithm. December 22, 2022