Matthew J. Tyska

According to our database1, Matthew J. Tyska authored at least 8 papers between 2020 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2021
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking.
Medical Image Anal., 2021

Towards Annotation-free Instance Segmentation and Tracking with Adversarial Simulations.
CoRR, 2021

ASIST: Annotation-free synthetic instance segmentation and tracking by adversarial simulations.
Comput. Biol. Medicine, 2021

GAN based unsupervised segmentation: should we match the exact number of objects.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

CaCL: Class-Aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

2020
ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis.
CoRR, 2020

Faster Mean-shift: GPU-accelerated Embedding-clustering for Cell Segmentation and Tracking.
CoRR, 2020


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