Rahul Dodhia

Orcid: 0000-0003-3812-3906

According to our database1, Rahul Dodhia authored at least 32 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Metadata-Based Detection of Child Sexual Abuse Material.
IEEE Trans. Dependable Secur. Comput., 2024

Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation.
CoRR, 2024

Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation.
CoRR, 2024

Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning.
CoRR, 2024

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset.
CoRR, 2024

Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery.
CoRR, 2024

Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery.
CoRR, 2024

Weak Labeling for Cropland Mapping in Africa.
Proceedings of the IGARSS 2024, 2024

Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss.
Comput. Biol. Medicine, May, 2023

Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images.
CoRR, 2023

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images.
CoRR, 2023

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data.
CoRR, 2023

Navigating the Web of Misinformation: A Framework for Misinformation Domain Detection Using Browser Traffic.
CoRR, 2023

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Poverty rate prediction using multi-modal survey and earth observation data.
Proceedings of the 6th ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies, 2023

2022
Mace: A flexible framework for membership privacy estimation in generative models.
Trans. Mach. Learn. Res., 2022

Mapping Glacial Lakes Using Historically Guided Segmentation Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Dwelling Type Classification for Disaster Risk Assessment Using Satellite Imagery.
CoRR, 2022

On the Deployment of Post-Disaster Building Damage Assessment Tools using Satellite Imagery: A Deep Learning Approach.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Fast building segmentation from satellite imagery and few local labels.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Acoustic detection of regionally rare bird species through deep convolutional neural networks.
Ecol. Informatics, 2021

Retinal Microvasculature as Biomarker for Diabetes and Cardiovascular Diseases.
CoRR, 2021

An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises.
CoRR, 2021

Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation.
CoRR, 2021

U.S. Broadband Coverage Data Set: A Differentially Private Data Release.
CoRR, 2021

Height Estimation of Children under Five Years using Depth Images.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021


2020
A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network.
Ecol. Informatics, 2020

Metadata-Based Detection of Child Sexual Abuse Material.
CoRR, 2020

Improving Lesion Detection by exploring bias on Skin Lesion dataset.
CoRR, 2020


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