Publications – Sanghani Center for Artificial Intelligence and Data Analytics

New! Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring

Arka Daw, Anuj Karpatne
In Proceedings of the IEEE Big Data, (pp 4835-4841), 01/2023
Citatations: BibTeX

New! MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast Environments

Medha Sawhney, Arka Daw, Anuj Karpatne
In Cornell University, : , 10/2023
Citatations: BibTeX

New! Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation

M. Maruf, Arka Daw, Amartya Dutta, Jie Bu, Anuj Karpatne
In Cornell University, : , 08/2023
Citatations: BibTeX

New! Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling

Arka Daw, Jie Bu, Anuj Karpatne
In Proceedings of the Proceedings of Machine Learning Research, (pp 7264-7302),
Citatations: BibTeX

New! Rethinking the Importance of Sampling in Physics-informed Neural Networks

Arka Daw, Jie Bu, Anuj Karpatne
In Cornell University, : , 07/2022
Citatations: BibTeX

New! PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics

Arka Daw, Anuj Karpatne
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling

Arka Daw, Anuj Karpatne
In Cornell University, : , 11/2019
Citatations: BibTeX