Concepedia

Joshua Robinson

JR

Statistics

Publications

5

Citations

101

H-Index

5

Active since

2020

Affiliations

Massachusetts Institute of Technology(Current)

Joshua Robinson is an author at Massachusetts Institute of Technology specializing in deep learning, engineering, and semi-supervised learning.

Top concepts

EngineeringDeep LearningData ScienceComputer ScienceMachine LearningSupervised LearningSemi-supervised LearningOmicsGeneticsGenomics

Publications per year

2020–2022

5

Publications

5

Contrastive Learning with Hard Negative Samples

Joshua Robinson, Ching-Yao Chuang, Suvrit Sra et al. · arXiv (Cornell University) · 2020 · 37 citations · Full text

Engineering, Machine Learning, Metric Learning +16

Debiased Contrastive Learning

Ching-Yao Chuang, Joshua Robinson, Yen-Chen Lin et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +16

M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations

Niharika Shimona D’Souza, Mary Beth Nebel, Deana Crocetti et al. · Medical Imaging with Deep Learning · 2021 · 19 citations

Graph Neural Network, Functional Genomics, Engineering +14

Can contrastive learning avoid shortcut solutions?

Joshua Robinson, Li Sun, Ke Yu et al. · PubMed · 2021 · 14 citations · Full text

Altered white matter diffusivity and subtle motor function in a pilot cohort of adolescents with sports-related concussion

Jewel Elias Crasta, Robert N. Tucker, Joshua Robinson et al. · Brain Injury · 2022 · 12 citations · Full text

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