Aishwarya Venkataramanan

Work

Friedrich-Schiller-Universität Jena
|

Research Associate

Germany

Education

Université de Lorraine
France

Doctor of Philosophy

Georgia Institute of Technology
United States of America

Master of Science

SSN College of Engineering
India

Bachelor of Engineering

Publications

Long-term effects of the herbicide glyphosate and its main metabolite (aminomethylphosphonic acid) on the growth, chlorophyll a and morphology of freshwater benthic diatoms

Published by

Heliyon

Summary

journal-article

“UDE DIATOMS in the Wild 2024”: a new image dataset of freshwater diatoms for training deep learning models

Published by

GigaScience

Summary

journal-article

Automatic identification of diatoms using deep learning to improve ecological diagnosis of aquatic environments

Summary

dissertation-thesis

Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers

Summary

conference-paper

Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval

Summary

conference-paper

Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval

Summary

book-chapter

Reconnaissance automatique des diatomées : évaluation de l’influence des erreurs d’identification sur l’IBD et de l’état écologique des cours d’eau. Exemple du bassin Rhin-Meuse

Summary

conference-paper

The new University of Duisburg-Essen diatom digital image training data set (UDE did it v1.0)

Summary

other

Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach

Published by

Engineering Applications of Artificial Intelligence

Summary

journal-article

Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach

Published by

Engineering Applications of Artificial Intelligence

Summary

journal-article

Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers

Summary

working-paper

A data driven approach to generate realistic 3D tree barks

Published by

Graphical Models

Summary

journal-article

Effet des pesticides sur la morphologie des diatomées benthiques d'eau douce : le cas du glyphosate

Summary

other

Link between glyphosate exposure and teratological forms in freshwater benthic diatoms

Summary

other

Tackling inter-class similarity and intra-class variance for microscopic image-based classification

Summary

conference-paper

Tackling Inter-class Similarity and Intra-class Variance for Microscopic Image-Based Classification

Summary

book-chapter

Utilisation d’images microscopiques artificielles en complément d’images réelles pour la détection automatique de diatomées par apprentissage profond

Summary

other

Classification automatique des diatomées par apprentissage profond pour l’amélioration du diagnostic écologique des milieux aquatiques

Summary

other