Shawn Andrews

According to our database, Shawn Andrews authored at least 15 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bridging the Gap: Unpacking the Hidden Challenges in Knowledge Distillation for Online Ranking Systems.

Nikhil Khani, Li Wei, Aniruddh Nath, Shawn Andrews, Shuo Yang, Yang Liu, Pendo Abbo, Maciej Kula, Jarrod Kahn, Zhe Zhao, Lichan Hong, Ed H. Chi

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2019

Recommending what video to watch next: a multitask ranking system.

Zhe Zhao, Lichan Hong, Li Wei, Jilin Chen, Aniruddh Nath, Shawn Andrews, Aditee Kumthekar, Maheswaran Sathiamoorthy, Xinyang Yi, Ed H. Chi

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2016

Adaptable Precomputation for Random Walker Image Segmentation and Registration.

Shawn Andrews, Ghassan Hamarneh

CoRR, 2016

2015

The Generalized Log-Ratio Transformation: Learning Shape and Adjacency Priors for Simultaneous Thigh Muscle Segmentation.

Shawn Andrews, Ghassan Hamarneh

IEEE Trans. Medical Imaging, 2015

Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching.

Shawn Andrews, Ghassan Hamarneh

CoRR, 2015

Random walker image registration with inverse consistency.

Lisa Y. W. Tang, Shawn Andrews, Ghassan Hamarneh

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

The Isometric Log-Ratio Transform for Probabilistic Multi-Label Anatomical Shape Representation.

Shawn Andrews, Neda Changizi, Ghassan Hamarneh

IEEE Trans. Medical Imaging, 2014

Structural network analysis of brain development in young preterm neonates.

Colin J. Brown, Steven P. Miller, Brian G. Booth, Shawn Andrews, Vann Chau, Kenneth J. Poskitt, Ghassan Hamarneh

NeuroImage, 2014

Topology Preservation and Anatomical Feasibility in Random Walker Image Registration.

Shawn Andrews, Lisa Tang, Ghassan Hamarneh

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Fast random walker image registration using precomputation.

Shawn Andrews, Lisa Tang, Ghassan Hamarneh

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Improving Probabilistic Image Registration via Reinforcement Learning and Uncertainty Evaluation.

Tayebeh Lotfi, Lisa Tang, Shawn Andrews, Ghassan Hamarneh

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Bounded Labeling Function for Global Segmentation of Multi-part Objects with Geometric Constraints.

Masoud S. Nosrati, Shawn Andrews, Ghassan Hamarneh

Proceedings of the IEEE International Conference on Computer Vision, 2013

2011

Probabilistic Multi-shape Segmentation of Knee Extensor and Flexor Muscles.

Shawn Andrews, Ghassan Hamarneh, Azadeh Yazdanpanah, Bahareh HajGhanbari, W. Darlene Reid

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Convex multi-region probabilistic segmentation with shape prior in the isometric log-ratio transformation space.

Shawn Andrews, Chris McIntosh, Ghassan Hamarneh

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Fast Random Walker with Priors Using Precomputation for Interactive Medical Image Segmentation.

Shawn Andrews, Ghassan Hamarneh, Ahmed Saad

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010