no code implementations • 1 Jan 2021 • Mustafa Umit Oner, Jared Marc Song, Hwee Kuan Lee, Wing-Kin Sung
We showed that the performance of different pooling filters are different for different MIL tasks.
no code implementations • 2 Jun 2020 • Mustafa Umit Oner, Jared Marc Song Kye-Jet, Hwee Kuan Lee, Wing-Kin Sung
In this paper, we study the effect of different MIL pooling filters on the performance of MIL models in real world MIL tasks.
1 code implementation • ICLR 2020 • Mustafa Umit Oner, Hwee Kuan Lee, Wing-Kin Sung
We have constructed a neural network based $ucc$ classifier and experimentally shown that the clustering performance of our framework with our weakly supervised $ucc$ classifier is comparable to that of fully supervised learning models where labels for all instances are known.