Soumali Roychowdhury

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 4

Top Topics

Weakly Supervised

Unsupervised Feature Learning

Automatic Image Annotation

Top Venues

Medical Image Anal.

Knowl. Based Syst.

Publications

Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori
Regularizing deep networks with prior knowledge: A constraint-based approach. Knowl. Based Syst. 222 (2021)
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, Gwénolé Quellec
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. Medical Image Anal. 52 (2019)
Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori
Image Classification Using Deep Learning and Prior Knowledge. AAAI Workshops (2018)
Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori
Integrating Prior Knowledge into Deep Learning. ICMLA (2017)
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)