Aditya Challa

Orcid: 0000-0002-0872-0534

According to our database1, Aditya Challa authored at least 24 papers between 2016 and 2024.

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

Timeline

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Bibliography

2024
Quantile Activation: departing from single point estimation for better generalization across distortions.
CoRR, 2024

A Novel Approach to Regularising 1NN classifier for Improved Generalization.
CoRR, 2024

mTanaaw: A System for Assessment and Analysis of Mental Health with Wearables.
Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

2023
Decoupling Quantile Representations from Loss Functions.
CoRR, 2023

(POSTER) Insights from Executing TinyML Models on Smartphones and Microcontrollers.
Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

2022
Triplet-Watershed for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

A Theoretical Analysis of Granulometry-Based Roughness Measures on Cartosat DEMs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Band Selection Using Dilation Distances.
IEEE Geosci. Remote. Sens. Lett., 2022

ESW Edge Weights: Ensemble Stochastic Watershed Edge Weights for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images.
CoRR, 2022

A Program-Synthesis Challenge for ARC-Like Tasks.
Proceedings of the Inductive Logic Programming - 31st International Conference, 2022

2021
Iterated Watersheds, A Connected Variation of K-Means for Clustering GIS Data.
IEEE Trans. Emerg. Top. Comput., 2021

Higher-Order Relations Skew Link Prediction in Graphs.
CoRR, 2021

2020
Power Spectral Clustering.
J. Math. Imaging Vis., 2020

2019
Watersheds for Semi-Supervised Classification.
IEEE Signal Process. Lett., 2019

Some Theoretical Links Between Shortest Path Filters and Minimum Spanning Tree Filters.
J. Math. Imaging Vis., 2019

Revisiting the Isoperimetric Graph Partitioning Problem.
IEEE Access, 2019

2018
Some Properties of Interpolations Using Mathematical Morphology.
IEEE Trans. Image Process., 2018

Extending K-Means to Preserve Spatial Connectivity.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Power Tree Filter: A Theoretical Framework Linking Shortest Path Filters and Minimum Spanning Tree Filters.
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Power spectral clustering on hyperspectral data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

An Introduction to Gamma-Convergence for Spectral Clustering.
Proceedings of the Discrete Geometry for Computer Imagery, 2017

2016
A morphology-based approach for cloud detection.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Morphological interpolation for temporal changes.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016


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