An Approach for Interpretation of MEMS Data for Gesture Based Man Machine Interaction in Advanced Set-top Box. - Tanushyam Chattopadhyay; Soumali Roychowdhury; Mita Nasipuri (CICSyN, 2009)

Integrating Prior Knowledge into Deep Learning. - Michelangelo Diligenti; Soumali Roychowdhury; Marco Gori (ICMLA, 2017)

Image Classification Using Deep Learning and Prior Knowledge. - Soumali Roychowdhury; Michelangelo Diligenti; Marco Gori (AAAI Workshops, 2018)

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. - Hassan Al Hajj; Mathieu Lamard; Pierre-Henri Conze; Soumali Roychowdhury; Xiaowei Hu 001; Gabija Marsalkaite; Odysseas Zisimopoulos; Muneer Ahmad Dedmari; Fenqiang Zhao; Jonas Prellberg; Manish Sahu; Adrian Galdran; et al. (Medical Image Anal., 2019)

Regularizing deep networks with prior knowledge: A constraint-based approach. - Soumali Roychowdhury; Michelangelo Diligenti; Marco Gori (Knowl. Based Syst., 2021)