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Arka Daw
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 13
Top Topics
Uncertainty Handling
Deep Learning
Neural Network
Saliency Map
Top Venues
CoRR
SDM
KDD
ICML
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Publications
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Arka Daw
,
Jie Bu
,
Sifan Wang
,
Paris Perdikaris
,
Anuj Karpatne
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling.
ICML
(2023)
Medha Sawhney
,
Bhas Karmarkar
,
Eric J. Leaman
,
Arka Daw
,
Anuj Karpatne
,
Bahareh Behkam
MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast Environments.
CoRR
(2023)
M. Maruf
,
Arka Daw
,
Amartya Dutta
,
Jie Bu
,
Anuj Karpatne
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation.
CoRR
(2023)
Arka Daw
,
Kyongmin Yeo
,
Anuj Karpatne
,
Levente J. Klein
Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring.
CoRR
(2022)
Arka Daw
,
Jie Bu
,
Sifan Wang
,
Paris Perdikaris
,
Anuj Karpatne
Rethinking the Importance of Sampling in Physics-informed Neural Networks.
CoRR
(2022)
Arka Daw
,
Kyongmin Yeo
,
Anuj Karpatne
,
Levente J. Klein
Multi-task Learning for Source Attribution and Field Reconstruction for Methane Monitoring.
Big Data
(2022)
Arka Daw
,
M. Maruf
,
Anuj Karpatne
PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics.
KDD
(2021)
Jie Bu
,
Arka Daw
,
M. Maruf
,
Anuj Karpatne
Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM).
CoRR
(2021)
Jie Bu
,
Arka Daw
,
M. Maruf
,
Anuj Karpatne
Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM).
NeurIPS
(2021)
Arka Daw
,
M. Maruf
,
Anuj Karpatne
PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics.
CoRR
(2021)
Arka Daw
,
R. Quinn Thomas
,
Cayelan C. Carey
,
Jordan S. Read
,
Alison P. Appling
,
Anuj Karpatne
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling.
SDM
(2020)
Jie Bu
,
M. Maruf
,
Arka Daw
Beyond Observed Connections : Link Injection.
CoRR
(2020)
Arka Daw
,
R. Quinn Thomas
,
Cayelan C. Carey
,
Jordan S. Read
,
Alison P. Appling
,
Anuj Karpatne
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling.
CoRR
(2019)