Soumya Dutta

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 38

Top Topics

Visual Analysis

Fisher Classifier

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Soumya Dutta, Sriram Ganapathy
Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement. CoRR (2024)
Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya
Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis. CoRR (2024)
Atul Kumar, Siddharth Garg, Soumya Dutta
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data. CoRR (2024)
Soumya Dutta, Sriram Ganapathy
Zero Shot Audio To Audio Emotion Transfer With Speaker Disentanglement. ICASSP (2024)
Humayra Tasnim, Soumya Dutta, Melanie E. Moses
Dynamic Spatio-Temporal Summarization using Information Based Fusion. CoRR (2023)
Sudarsan Majumder, Soumya Dutta
A Direct Piezoresistive Method to Transduce Electromechanical Motion in Self-Sensing Suspended NanoStructures. SENSORS (2023)
Pranav Deshpande, Prasanna Kumar Routray, Soumya Dutta, Manivannan M.
Simple Fabrication Process for High-Sensitive Flexible Capacitive Force Sensor Using PDMS. SENSORS (2023)
Peer-Timo Bremer, Kristi Potter, Steffen Frey, Silvio Rizzi, Gunther H. Weber, Soumya Dutta, Jonas Lukasczyk, Nicole Marsiglia
Preface IEEE LDAV 2023. LDAV (2023)
Soumya Dutta, Sriram Ganapathy
HCAM - Hierarchical Cross Attention Model for Multi-modal Emotion Recognition. CoRR (2023)
Soumya Dutta, Dan Lipsa, Terece L. Turton, Berk Geveci, James P. Ahrens
In Situ Analysis and Visualization of Extreme-Scale Particle Simulations. ISC Workshops (2022)
Soumya Dutta, Terece L. Turton, David Rogers, Jordan M. Musser, James P. Ahrens, Ann S. Almgren
In situ feature analysis for large-scale multiphase flow simulations. J. Comput. Sci. 63 (2022)
Humayra Tasnim, Soumya Dutta, Terece L. Turton, David H. Rogers, Melanie E. Moses
Information-Theoretic Exploration of Multivariate Time-Varying Image Databases. Comput. Sci. Eng. 24 (3) (2022)
Soumya Dutta, Sriram Ganapathy
Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition. ICASSP (2022)
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. IEEE Trans. Vis. Comput. Graph. 28 (3) (2022)
Soumya Dutta, Terece L. Turton, David H. Rogers, Jordan M. Musser, James P. Ahrens, Ann S. Almgren
In Situ Data Summaries for Flexible Feature Analysis in Large-Scale Multiphase Flow Simulations. CoRR (2022)
Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, Nathan Urban
In Situ Climate Modeling for Analyzing Extreme Weather Events. ISAV@SC (2021)
Soumya Dutta, Humayra Tasnim, Terece L. Turton, James P. Ahrens
In Situ Adaptive Spatio-Temporal Data Summarization. IEEE BigData (2021)
Soumya Dutta, Terece L. Turton, James P. Ahrens
A Confidence-Guided Technique for Tracking Time-Varying Features. Comput. Sci. Eng. 23 (2) (2021)
Ayan Biswas, Soumya Dutta, Earl Lawrence, John Patchett, Jon C. Calhoun, James P. Ahrens
Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis. IEEE Trans. Vis. Comput. Graph. 27 (12) (2021)
Ayan Biswas, James P. Ahrens, Soumya Dutta, Jordan M. Musser, Ann S. Almgren, Terece L. Turton
Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case. Comput. Sci. Eng. 23 (1) (2021)
Hank Childs, Sean Ahern, James P. Ahrens, Andrew C. Bauer, Janine Bennett, E. Wes Bethel, Peer-Timo Bremer, Eric Brugger, Joseph Cottam, Matthieu Dorier, Soumya Dutta, Jean M. Favre, Thomas Fogal, Steffen Frey, Christoph Garth, Berk Geveci, William F. Godoy, Charles D. Hansen, Cyrus Harrison, Bernd Hentschel, Joseph A. Insley, Christopher R. Johnson, Scott Klasky, Aaron Knoll, James Kress, Matthew Larsen, Jay F. Lofstead, Kwan-Liu Ma, Preeti Malakar, Jeremy S. Meredith, Kenneth Moreland, Paul A. Navrátil, Patrick O'Leary, Manish Parashar, Valerio Pascucci, John Patchett, Tom Peterka, Steve Petruzza, Norbert Podhorszki, David Pugmire, Michel E. Rasquin, Silvio Rizzi, David H. Rogers, Sudhanshu Sane, Franz Sauer, Robert Sisneros, Han-Wei Shen, Will Usher, Rhonda Vickery, Venkatram Vishwanath, Ingo Wald, Ruonan Wang, Gunther H. Weber, Brad Whitlock, Matthew Wolf, Hongfeng Yu, Sean B. Ziegeler
A terminology for in situ visualization and analysis systems. Int. J. High Perform. Comput. Appl. 34 (6) (2020)
Soumya Dutta, Riley X. Brady, Mathew E. Maltrud, Philip J. Wolfram, Roxana Bujack
Leveraging Lagrangian Analysis for Discriminating Nutrient Origins. EnvirVis@EuroVis (2019)
Soumya Dutta, Ayan Biswas, James P. Ahrens
Multivariate Pointwise Information-Driven Data Sampling and Visualization. Entropy 21 (7) (2019)
Subhashis Hazarika, Soumya Dutta, Han-Wei Shen, Jen-Ping Chen
CoDDA: A Flexible Copula-based Distribution Driven Analysis Framework for Large-Scale Multivariate Data. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Soumya Dutta, Ayan Biswas, James P. Ahrens
Multivariate Pointwise Information-Driven Data Sampling and Visualization. CoRR (2019)
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. CoRR (2019)
Roxana Bujack, Soumya Dutta, Irene Baeza Rojo, Duan Zhang, Tobias Günther
Objective Finite-Time Saddles and their Connection to FTLE. EuroVis (Short Papers) (2019)
Ayan Biswas, Soumya Dutta, Jesus Pulido, James P. Ahrens
In situ data-driven adaptive sampling for large-scale simulation data summarization. ISAV@SC (2018)
Matthew Larsen, Amy Woods, Nicole Marsaglia, Ayan Biswas, Soumya Dutta, Cyrus Harrison, Hank Childs
A flexible system for in situ triggers. ISAV@SC (2018)
Tzu-Hsuan Wei, Soumya Dutta, Han-Wei Shen
Information Guided Data Sampling and Recovery Using Bitmap Indexing. PacificVis (2018)
Subhashis Hazarika, Ayan Biswas, Soumya Dutta, Han-Wei Shen
Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets. Entropy 20 (7) (2018)
Soumya Dutta, Han-Wei Shen, Jen-Ping Chen
In Situ Prediction Driven Feature Analysis in Jet Engine Simulations. PacificVis (2018)
Soumya Dutta, Jonathan Woodring, Han-Wei Shen, Jen-Ping Chen, James P. Ahrens
Homogeneity guided probabilistic data summaries for analysis and visualization of large-scale data sets. PacificVis (2017)
Soumya Dutta, Chun-Ming Chen, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
In Situ Distribution Guided Analysis and Visualization of Transonic Jet Engine Simulations. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen
Pointwise information guided visual analysis of time-varying multi-fields. SIGGRAPH Asia Symposium on Visualization (2017)
Soumya Dutta, Han-Wei Shen
Distribution Driven Extraction and Tracking of Features for Time-varying Data Analysis. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Chun-Ming Chen, Soumya Dutta, Xiaotong Liu, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Subhashis Hazarika, Soumya Dutta, Han-Wei Shen
Visualizing the variations of ensemble of isosurfaces. PacificVis (2016)
Ayan Biswas, Soumya Dutta, Han-Wei Shen, Jonathan Woodring
An Information-Aware Framework for Exploring Multivariate Data Sets. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Soumya Dutta, Bidyut B. Chaudhuri
A Statistics and Local Homogeneity Based Color Edge Detection Algorithm. ARTCom (2009)
Soumya Dutta, Bidyut B. Chaudhuri
A Color Edge Detection Algorithm in RGB Color Space. ARTCom (2009)