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2020 – today
- 2021
[j2]Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori:
Regularizing deep networks with prior knowledge: A constraint-based approach. Knowl. Based Syst. 222: 106989 (2021)
2010 – 2019
- 2019
- [j1]Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze
, Soumali Roychowdhury, Xiaowei Hu, Gabija Marsalkaite, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Gwenolé Quellec:
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 52: 24-41 (2019) - 2018
- [c3]Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori:
Image Classification Using Deep Learning and Prior Knowledge. AAAI Workshops 2018: 336-343 - 2017
- [c2]Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori:
Integrating Prior Knowledge into Deep Learning. ICMLA 2017: 920-923
2000 – 2009
- 2009
- [c1]Tanushyam Chattopadhyay, Soumali Roychowdhury, Mita Nasipuri:
An Approach for Interpretation of MEMS Data for Gesture Based Man Machine Interaction in Advanced Set-top Box. CICSyN 2009: 67-72
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