Aditya Challa

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Aditya Challa, Sravan Danda, Laurent Najman, Snehanshu Saha

CoRR, 2024

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

Aditya Challa, Sravan Danda, Laurent Najman

CoRR, 2024

mTanaaw: A System for Assessment and Analysis of Mental Health with Wearables.

Anuja Pinge, Dheryta Jaisinghani, Surjya Ghosh, Aditya Challa, Sougata Sen

Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

2023

Decoupling Quantile Representations from Loss Functions.

Aditya Challa, Snehanshu Saha, Soma S. Dhavala

CoRR, 2023

(POSTER) Insights from Executing TinyML Models on Smartphones and Microcontrollers.

Harman M. Singh, Shrishailya Agashe, Shreyans Jain, Surjya Ghosh, Aditya Challa, Sravan Danda, Sougata Sen

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.

Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

IEEE Trans. Geosci. Remote. Sens., 2022

A Theoretical Analysis of Granulometry-Based Roughness Measures on Cartosat DEMs.

Kannan Nagajothi, Sravan Danda, Aditya Challa, B. S. Daya Sagar

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Band Selection Using Dilation Distances.

Aditya Challa, Geetika Barman, Sravan Danda, B. S. Daya Sagar

IEEE Geosci. Remote. Sens. Lett., 2022

ESW Edge Weights: Ensemble Stochastic Watershed Edge Weights for Hyperspectral Image Classification.

Rohan Agarwal, Aman Aziz, Aditya Suraj Krishnan, Aditya Challa, Sravan Danda

IEEE Geosci. Remote. Sens. Lett., 2022

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

Siddharth Saravanan, Aditya Challa, Sravan Danda

CoRR, 2022

A Program-Synthesis Challenge for ARC-Like Tasks.

Aditya Challa, Ashwin Srinivasan, Michael Bain, Gautam Shroff

Proceedings of the Inductive Logic Programming - 31st International Conference, 2022

2021

Iterated Watersheds, A Connected Variation of K-Means for Clustering GIS Data.

Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

IEEE Trans. Emerg. Top. Comput., 2021

Higher-Order Relations Skew Link Prediction in Graphs.

Govind Sharma, Aditya Challa, Paarth Gupta, M. Narasimha Murty

CoRR, 2021

2020

Power Spectral Clustering.

Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

J. Math. Imaging Vis., 2020

2019

Watersheds for Semi-Supervised Classification.

Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

IEEE Signal Process. Lett., 2019

Some Theoretical Links Between Shortest Path Filters and Minimum Spanning Tree Filters.

Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman

J. Math. Imaging Vis., 2019

Revisiting the Isoperimetric Graph Partitioning Problem.

Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman

IEEE Access, 2019

2018

Some Properties of Interpolations Using Mathematical Morphology.

Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

IEEE Trans. Image Process., 2018

Extending K-Means to Preserve Spatial Connectivity.

Sampriti Soor, Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

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.

Sravan Danda, Aditya Challa, B. S. Daya Sagar, Laurent Najman

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Power spectral clustering on hyperspectral data.

Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

An Introduction to Gamma-Convergence for Spectral Clustering.

Aditya Challa, Sravan Danda, B. S. Daya Sagar, Laurent Najman

Proceedings of the Discrete Geometry for Computer Imagery, 2017

2016

A morphology-based approach for cloud detection.

Sravan Danda, Aditya Challa, B. S. Daya Sagar

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Morphological interpolation for temporal changes.

Aditya Challa, Sravan Danda, B. S. Daya Sagar

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016