Understanding How Nonlinear Layers Create Linearly Separable Features for Low-Dimensional Data.
CoRR, January, 2025
Self-Supervised Edge Detection Reconstruction for Topology-Informed 3D Axon Segmentation and Centerline Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection using Geometric Assessment-driven Topological Smoothing (GATS).
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
HeMPPCAT: Mixtures of Probabilistic Principal Component analysers for data with heteroscedastic noise.
Proceedings of the IEEE International Conference on Acoustics, 2023
Optimizing MobileNet Algorithms for Real-time Vessel Detection on Smartphones.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023