Soumali Roychowdhury

Statistics

Publications

Citations

324

H-Index

Active since

2013

Affiliations

IMT School for Advanced Studies Lucca(Current)

University of Siena

Soumali Roychowdhury is an author at IMT School for Advanced Studies Lucca specializing in deep learning-based classification, computer vision, and representation learning.

Publications per year

2013–2021

Publications

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery

Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze et al. · Medical Image Analysis · 2018 · 128 citations · Full text

Medicine, Ophthalmology, Surgery +14

Integrating Prior Knowledge into Deep Learning

Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori · 2017 · 106 citations

Computing, Computer Science, Artificial Intelligence +14

Regularizing deep networks with prior knowledge: A constraint-based approach

Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori · Knowledge-Based Systems · 2021 · 43 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Sub-surface terahertz imaging through uneven surfaces: visualizing Neolithic wall paintings in Çatalhöyük

Gillian C. Walker, John W. Bowen, Wendy Matthews et al. · Optics Express · 2013 · 33 citations · Full text

Humanities, Archaeology, Visualization +15

Image Classification Using Deep Learning and Prior Knowledge

Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori · National Conference on Artificial Intelligence · 2018 · 14 citations

Computing, Computer Science, Artificial Intelligence +15

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