Continual Learning for Tumor Classification in Histopathology Images

no code implementations • 7 Aug 2022 • Veena Kaustaban, Qinle Ba, Ipshita Bhattacharya, Nahil Sobh, Satarupa Mukherjee, Jim Martin, Mohammad Saleh Miri, Christoph Guetter, Amal Chaturvedi

Recent years have seen great advancements in the development of deep learning models for histopathology image analysis in digital pathology applications, evidenced by the increasingly common deployment of these models in both research and clinical settings.

Classification Continual Learning +1

Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings

no code implementations • WS 2019 • Ahmed El-Kishky, Xingyu Fu, Aseel Addawood, Nahil Sobh, Clare Voss, Jiawei Han

In this paper, we tackle the problem of {``}root extraction{''} from words in the Semitic language family.

Language Modelling Word Embeddings +1