Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images

no code implementations • 26 Apr 2019 • David Dov, Shahar Ziv Kovalsky, Serge Assaad, Avani A. Pendse Jonathan Cohen, Danielle Elliott Range, Ricardo Henao, Lawrence Carin

The lower bound further allows us to extend the proposed algorithm to simultaneously predict multiple bag and instance-level labels from a single output of a neural network.

Informativeness Multiple Instance Learning +2

Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration

no code implementations • ICCV 2019 • Nadav Dym, Shahar Ziv Kovalsky

In recent years, several branch-and-bound (BnB) algorithms have been proposed to globally optimize rigid registration problems.