Sarkar S - Search Results

1

A Modular Vision Language Navigation and Manipulation Framework for Long Horizon Compositional Tasks in Indoor Environment.

Saha H, Fotouhi F, Liu Q, Sarkar S. Saha H, et al. Among authors: sarkar s. Front Robot AI. 2022 Jul 13;9:930486. doi: 10.3389/frobt.2022.930486. eCollection 2022. Front Robot AI. 2022. PMID: 35923304 Free PMC article.

2

Deep learning-based phenotyping for genome wide association studies of sudden death syndrome in soybean.

Rairdin A, Fotouhi F, Zhang J, Mueller DS, Ganapathysubramanian B, Singh AK, Dutta S, Sarkar S, Singh A. Rairdin A, et al. Among authors: sarkar s. Front Plant Sci. 2022 Oct 21;13:966244. doi: 10.3389/fpls.2022.966244. eCollection 2022. Front Plant Sci. 2022. PMID: 36340398 Free PMC article.

3

Few-shot deep learning for AFM force curve characterization of single-molecule interactions.

Waite JR, Tan SY, Saha H, Sarkar S, Sarkar A. Waite JR, et al. Among authors: sarkar a, sarkar s. Patterns (N Y). 2023 Jan 6;4(1):100672. doi: 10.1016/j.patter.2022.100672. eCollection 2023 Jan 13. Patterns (N Y). 2023. PMID: 36699737 Free PMC article.

4

Cyber-agricultural systems for crop breeding and sustainable production.

Sarkar S, Ganapathysubramanian B, Singh A, Fotouhi F, Kar S, Nagasubramanian K, Chowdhary G, Das SK, Kantor G, Krishnamurthy A, Merchant N, Singh AK. Sarkar S, et al. Trends Plant Sci. 2024 Feb;29(2):130-149. doi: 10.1016/j.tplants.2023.08.001. Epub 2023 Aug 28. Trends Plant Sci. 2024. PMID: 37648631 Free article. Review.

5

Dominating Set Model Aggregation for communication-efficient decentralized deep learning.

Fotouhi F, Balu A, Jiang Z, Esfandiari Y, Jahani S, Sarkar S. Fotouhi F, et al. Among authors: sarkar s. Neural Netw. 2024 Mar;171:25-39. doi: 10.1016/j.neunet.2023.11.057. Epub 2023 Nov 27. Neural Netw. 2024. PMID: 38091762

6

Computer vision and machine learning for robust phenotyping in genome-wide studies.

Zhang J, Naik HS, Assefa T, Sarkar S, Reddy RV, Singh A, Ganapathysubramanian B, Singh AK. Zhang J, et al. Among authors: sarkar s. Sci Rep. 2017 Mar 8;7:44048. doi: 10.1038/srep44048. Sci Rep. 2017. PMID: 28272456 Free PMC article.

7

An explainable deep machine vision framework for plant stress phenotyping.

Ghosal S, Blystone D, Singh AK, Ganapathysubramanian B, Singh A, Sarkar S. Ghosal S, et al. Among authors: sarkar s. Proc Natl Acad Sci U S A. 2018 May 1;115(18):4613-4618. doi: 10.1073/pnas.1716999115. Epub 2018 Apr 16. Proc Natl Acad Sci U S A. 2018. PMID: 29666265 Free PMC article.

8

On Consensus-Optimality Trade-offs in Collaborative Deep Learning.

Jiang Z, Balu A, Hegde C, Sarkar S. Jiang Z, et al. Among authors: sarkar s. Front Artif Intell. 2021 Sep 14;4:573731. doi: 10.3389/frai.2021.573731. eCollection 2021. Front Artif Intell. 2021. PMID: 34595470 Free PMC article.

9

Deep Learning for Live Cell Shape Detection and Automated AFM Navigation.

Rade J, Zhang J, Sarkar S, Krishnamurthy A, Ren J, Sarkar A. Rade J, et al. Among authors: sarkar a, sarkar s. Bioengineering (Basel). 2022 Oct 5;9(10):522. doi: 10.3390/bioengineering9100522. Bioengineering (Basel). 2022. PMID: 36290490 Free PMC article.

10

Fast inverse design of microstructures via generative invariance networks.

Lee XY, Waite JR, Yang CH, Pokuri BSS, Joshi A, Balu A, Hegde C, Ganapathysubramanian B, Sarkar S. Lee XY, et al. Among authors: sarkar s. Nat Comput Sci. 2021 Mar;1(3):229-238. doi: 10.1038/s43588-021-00045-8. Epub 2021 Mar 25. Nat Comput Sci. 2021. PMID: 38183201

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