Search Results for author: Anthony Samir

Found 2 papers, 0 papers with code

Network-Agnostic Knowledge Transfer for Medical Image Segmentation

no code implementations23 Jan 2021 Shuhang Wang, Vivek Kumar Singh, Alex Benjamin, Mercy Asiedu, Elham Yousef Kalafi, Eugene Cheah, Viksit Kumar, Anthony Samir

The salient features of our algorithm include: 1)no need for original training data or generative networks, 2) knowledge transfer between different architectures, 3) ease of implementation for downstream tasks by using the downstream task dataset as the transferal dataset, 4) knowledge transfer of an ensemble of models, trained independently, into one student model.

Knowledge Distillation Medical Image Segmentation +1

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