日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

AutoSiQ: a curated haploid Arabidopsis thaliana inflorescence dataset with a fine-grained silique ontology and a deep learning application for haploid fertility quantification

AutoSiQ:一个经过整理的单倍体拟南芥花序数据集,具有精细的角果本体论和用于单倍体生育力量化的深度学习应用

Zhou, Liming; Jubery, Talukder Z; Ganapathysubramanian, Baskar; Lübberstedt, Thomas; Aboobucker, Siddique I

Enhancing yield prediction from plot-level satellite imagery through genotype and environment feature disentanglement

通过基因型和环境特征分离,提高基于地块级卫星图像的产量预测能力

Powadi, Anirudha A; Jubery, Talukder Z; Tross, Michael; Shrestha, Nikee; Coffey, Lisa; Schnable, James C; Schnable, Patrick S; Ganapathysubramanian, Baskar

InsectNet: Real-time identification of insects using an end-to-end machine learning pipeline

InsectNet:利用端到端机器学习流程实时识别昆虫

Chiranjeevi, Shivani; Saadati, Mojdeh; Deng, Zi K; Koushik, Jayanth; Jubery, Talukder Z; Mueller, Daren S; O'Neal, Matthew; Merchant, Nirav; Singh, Aarti; Singh, Asheesh K; Sarkar, Soumik; Singh, Arti; Ganapathysubramanian, Baskar

Out-of-Distribution Detection Algorithms for Robust Insect Classification

用于稳健昆虫分类的分布外检测算法

Saadati, Mojdeh; Balu, Aditya; Chiranjeevi, Shivani; Jubery, Talukder Zaki; Singh, Asheesh K; Sarkar, Soumik; Singh, Arti; Ganapathysubramanian, Baskar

Evaluating Neural Radiance Fields for 3D Plant Geometry Reconstruction in Field Conditions

在田间条件下评估用于三维植物几何重建的神经辐射场

Arshad, Muhammad Arbab; Jubery, Talukder; Afful, James; Jignasu, Anushrut; Balu, Aditya; Ganapathysubramanian, Baskar; Sarkar, Soumik; Krishnamurthy, Adarsh

Disentangling genotype and environment specific latent features for improved trait prediction using a compositional autoencoder

利用组合式自编码器解耦基因型和环境特异性潜在特征,以提高性状预测精度。

Powadi, Anirudha; Jubery, Talukder Zaki; Tross, Michael C; Schnable, James C; Ganapathysubramanian, Baskar

Multi-sensor and multi-temporal high-throughput phenotyping for monitoring and early detection of water-limiting stress in soybean

利用多传感器和多时相高通量表型分析监测和早期检测大豆水分胁迫

Jones, Sarah E; Ayanlade, Timilehin T; Fallen, Benjamin; Jubery, Talukder Z; Singh, Arti; Ganapathysubramanian, Baskar; Sarkar, Soumik; Singh, Asheesh K

"Canopy fingerprints" for characterizing three-dimensional point cloud data of soybean canopies

“冠层指纹”用于表征大豆冠层的三维点云数据

Young, Therin J; Jubery, Talukder Z; Carley, Clayton N; Carroll, Matthew; Sarkar, Soumik; Singh, Asheesh K; Singh, Arti; Ganapathysubramanian, Baskar

Self-supervised maize kernel classification and segmentation for embryo identification

用于胚胎识别的自监督玉米籽粒分类和分割

Dong, David; Nagasubramanian, Koushik; Wang, Ruidong; Frei, Ursula K; Jubery, Talukder Z; Lübberstedt, Thomas; Ganapathysubramanian, Baskar

Trade-offs constrain adaptive pathways to the type VI secretion system survival

权衡利弊限制了 VI 型分泌系统生存的适应性途径

Kathryn A MacGillivray, Siu Lung Ng, Sophia Wiesenfeld, Randi L Guest, Tahrima Jubery, Thomas J Silhavy, William C Ratcliff, Brian K Hammer