Karthick Panner Selvam

According to our database, Karthick Panner Selvam authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Collaborative Batch Size Optimization for Federated Learning.

Arno Geimer, Karthick Panner Selvam, Beltran Borja Fiz Pontiveros

CoRR, June, 2025

2024

Rapid Adaptation of Earth Observation Foundation Models for Segmentation.

Karthick Panner Selvam, Raúl Ramos-Pollán, Freddie Kalaitzis

CoRR, 2024

Uncertainty and Generalizability in Foundation Models for Earth Observation.

Raúl Ramos-Pollán, Freddie Kalaitzis, Karthick Panner Selvam

CoRR, 2024

2023

Performance Analysis and Benchmarking of a Temperature Downscaling Deep Learning Model.

Karthick Panner Selvam, Mats Brorsson

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

DIPPM: A Deep Learning Inference Performance Predictive Model Using Graph Neural Networks.

Karthick Panner Selvam, Mats Brorsson

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

2022

Performance Modeling of Weather Forecast Machine Learning for Efficient HPC.

Karthick Panner Selvam, Mats Brorsson

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Adaptive Parking Slot Occupancy Detection Using Vision Transformer and LLIE.

Karthick Panner Selvam

Proceedings of the IEEE International Smart Cities Conference, 2021