Search Results for author: Litao Yang

Found 2 papers, 1 papers with code

TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification

1 code implementation1 May 2023 Litao Yang, Deval Mehta, Sidong Liu, Dwarikanath Mahapatra, Antonio Di Ieva, ZongYuan Ge

Due to the high resolution of the WSI and the unavailability of patch-level annotations, WSI classification is usually formulated as a weakly supervised problem, which relies on multiple instance learning (MIL) based on patches of a WSI.

Image Classification Multiple Instance Learning +1

Leukocyte Classification using Multimodal Architecture Enhanced by Knowledge Distillation

no code implementations17 Aug 2022 Litao Yang, Deval Mehta, Dwarikanath Mahapatra, ZongYuan Ge

Our unique contribution is two-fold - 1) We present a first of its kind multimodal WBC dataset for WBC classification; 2) We develop a high performing multimodal architecture which is also efficient and low in complexity at the same time.

Classification Knowledge Distillation

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