Matthew J Tyska

Latest

• ASIST: ANNOTATION-FREE synthetic instance segmentation and tracking by adversarial simulations
• CaCL: Class-Aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns
• Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking
• GAN based unsupervised segmentation: should we match the exact number of objects
• Towards Annotation-free Instance Segmentation and Tracking with Adversarial Simulations
• VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning