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Gautam Rajendrakumar Gare
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2020 – today
- 2024
- [c3]Jia Shi, Gautam Rajendrakumar Gare, Jinjin Tian, Siqi Chai, Zhiqiu Lin, Arun Balajee Vasudevan, Di Feng, Francesco Ferroni, Shu Kong:
LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies. ICML 2024 - [i8]Gautam Rajendrakumar Gare, Tom Fox, Beam Chansangavej, Amita Krishnan, Ricardo Luis Rodriguez, Bennett P. deBoisblanc, Deva Kannan Ramanan, John Michael Galeotti:
Improving Model's Interpretability and Reliability using Biomarkers. CoRR abs/2402.12394 (2024) - [i7]Jia Shi, Gautam Rajendrakumar Gare, Jinjin Tian, Siqi Chai, Zhiqiu Lin, Arun Balajee Vasudevan, Di Feng, Francesco Ferroni, Shu Kong:
LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies. CoRR abs/2407.16067 (2024) - 2022
- [j1]Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Rishikesh Magar, Mrunal Prashant Vaze, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti:
W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data. Medical Image Anal. 76: 102326 (2022) - [i6]Gautam Rajendrakumar Gare, Hai V. Tran, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti:
Weakly Supervised Contrastive Learning for Better Severity Scoring of Lung Ultrasound. CoRR abs/2201.07357 (2022) - [i5]Gautam Rajendrakumar Gare, Wanwen Chen, Alex Ling Yu Hung, Edward Chen, Hai V. Tran, Tom Fox, Peter Lowery, Kevin Zamora, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti:
The Role of Pleura and Adipose in Lung Ultrasound AI. CoRR abs/2201.07368 (2022) - [i4]Gautam Rajendrakumar Gare, Andrew Schoenling, Vipin Philip, Hai V. Tran, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti:
Dense Pixel-Labeling for Reverse-Transfer and Diagnostic Learning on Lung Ultrasound for COVID-19 and Pneumonia Detection. CoRR abs/2201.10166 (2022) - [i3]Gautam Rajendrakumar Gare, Tom Fox, Peter Lowery, Kevin Zamora, Hai V. Tran, Laura Hutchins, David Montgomery, Amita Krishnan, Deva Kannan Ramanan, Ricardo Luis Rodriguez, Bennett P. deBoisblanc, John Michael Galeotti:
Learning Generic Lung Ultrasound Biomarkers for Decoupling Feature Extraction from Downstream Tasks. CoRR abs/2206.08398 (2022) - 2021
- [c2]Gautam Rajendrakumar Gare
, Wanwen Chen
The Role of Pleura and Adipose in Lung Ultrasound AI. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 141-149 - [c1]Gautam Rajendrakumar Gare, Andrew Schoenling, Vipin Philip, Hai V. Tran, Bennett P. deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti:
Dense Pixel-Labeling For Reverse-Transfer And Diagnostic Learning On Lung Ultrasound For Covid-19 And Pneumonia Detection. ISBI 2021: 1406-1410 - [i2]Gautam Rajendrakumar Gare, John Michael Galeotti:
Exploiting Class Similarity for Machine Learning with Confidence Labels and Projective Loss Functions. CoRR abs/2103.13607 (2021) - 2020
- [i1]Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Mrunal Prashant Vaze, Rishikesh Magar, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti:
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data. CoRR abs/2008.12413 (2020)
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