Gautam Rajendrakumar Gare

CMU Email: ggare AT andrew DOT cmu DOT edu
NSH 1502C
5000 Forbes Avenue
Pittsburgh, Pennsylvania 15213
I am a first-year Ph.D. student in the Robotics Institute at CMU, advised by Prof. John Galeotti and Prof. Deva Ramanan.
Research Interests
My research interests are in the area of Computer Vision and Deep Learning with a focus on Video Understanding targeting both natural and medical image domains.
I obtained my master’s degree in Electrical and Computer Engineering at CMU in December 2020, wherein I carried out research under Prof. John Galeotti, Prof. Aswin C Sankaranarayanan, and Prof. Deva Ramanan. Prior to that, I got my bachelor’s degree in Electronics and Communication Engineering at B. M. S. College of Engineering, India.
I worked as a Software Engineer and Data Scientist at Sling Media subsidiary of Dish Networks, a consumer electronics company for 3 years.
News
Jul 16, 2021 |
Our paper The Role of Pleura and Adipose in Lung Ultrasound AI got accepted at
LL-COVID19 workshop MICCAI 2021! ![]() ![]() |
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Jun 1, 2021 | Started my research intern at DawnLight Inc., working on Human Action recognition in medical and assisted living setups, under manager Hadi Kiapour while being advised by Prof. Fei-Fei Li and Prof. Ehsan Adeli. |
Selected publications
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ISBI 2021Dense Pixel-Labeling For Reverse-Transfer And Diagnostic Learning On Lung Ultrasound For Covid-19 And Pneumonia DetectionIn 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) 2021
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arXivExploiting Class Similarity for Machine Learning with Confidence Labels and Projective Loss Functions2021
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arXivW-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data2020