Soumya Dutta

65 papers A 1B 5Misc 3Journal 34Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Mixture-of-Experts Model for Multimodal Emotion Recognition in Conversations.
CoRR
Soumya Dutta, Smruthi Balaji, Sriram Ganapathy
2026 J jnl
A Mixture-of-Experts model for multimodal emotion recognition in conversations.
Comput. Speech Lang.
Soumya Dutta, Smruthi Balaji, Sriram Ganapathy
2026 J jnl
REV-INR: Regularized Evidential Implicit Neural Representation for Uncertainty-Aware Volume Visualization.
CoRR
Shanu Saklani, Tushar M. Athawale, Nairita Pal, David Pugmire, Christopher R. Johnson, Soumya Dutta
2026 J jnl
SAiW: Source-Attributable Invisible Watermarking for Proactive Deepfake Defense.
CoRR
Bibek Das, Chandranath Adak, Soumi Chattopadhyay, Zahid Akhtar, Soumya Dutta
2025 A conf
ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge.
INTERSPEECH
Soumya Dutta, Smruthi Balaji, Varada R, Viveka Salinamakki, Sriram Ganapathy
2025 J jnl
ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge.
CoRR
Soumya Dutta, Smruthi Balaji, Varada R, Viveka Salinamakki, Sriram Ganapathy
2025 — ed.
Advances in Visual Computing - 19th International Symposium, ISVC 2024, Lake Tahoe, NV, USA, October 21-23, 2024, Proceedings, Part I
ISVC (1)
George Bebis, Vishal Patel, Jinwei Gu, Julian Panetta, Yotam I. Gingold, Kyle Johnsen, Mohammed Safayet Arefin, Soumya Dutta, Ayan Biswas
2025 — ed.
Advances in Visual Computing - 19th International Symposium, ISVC 2024, Lake Tahoe, NV, USA, October 21-23, 2024, Proceedings, Part II
ISVC (2)
George Bebis, Vishal Patel, Jinwei Gu, Julian Panetta, Yotam I. Gingold, Kyle Johnsen, Mohammed Safayet Arefin, Soumya Dutta, Ayan Biswas
2025 J jnl
Audio-to-Audio Emotion Conversion With Pitch And Duration Style Transfer.
CoRR
Soumya Dutta, Avni Jain, Sriram Ganapathy
2025 J jnl
Compressive Modeling and Visualization of Multivariate Scientific Data using Implicit Neural Representation.
CoRR
Abhay Kumar Dwivedi, Shanu Saklani, Soumya Dutta
2025 B conf
IndicSideFace: A Dataset for Advancing Deepfake Detection on Side-Face Perspectives of Indian Subjects.
FG
Anurag Deo, Aditya Bangar, Chandranath Adak, Rahul Verma, Deepak Nagar, Zahid Akhtar, Soumya Dutta, Soumi Chattopadhyay, Sukalpa Chanda
2025 Misc conf
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations.
ICASSP
Soumya Dutta, Sriram Ganapathy
2025 J jnl
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations.
CoRR
Soumya Dutta, Sriram Ganapathy
2025 J jnl
The ECP ALPINE project: In situ and post hoc visualization infrastructure and analysis capabilities for exascale.
Int. J. High Perform. Comput. Appl.
James P. Ahrens, Marco Arienti, Utkarsh Ayachit, Janine Bennett, Roba Binyahib, Ayan Biswas, Peer-Timo Bremer, Eric Brugger, Roxana Bujack, Hamish A. Carr, Jieyang Chen, Hank Childs, Soumya Dutta, Abdelilah Essiari, Berk Geveci, Cyrus Harrison, Subhashis Hazarika, Megan Hickman Fulp, Petar Hristov, Xuan Huang, Joseph A. Insley, Yuya Kawakami, Chloe Keilers, James Kress, Matthew Larsen, Dan Lipsa, Meghanto Majumder, Nicole Marsaglia, Victor A. Mateevitsi, Valerio Pascucci, John Patchett, Saumil Patel, Steve Petruzza, David Pugmire, Silvio Rizzi, David H. Rogers, Oliver Rübel, Jorge Sebastian Salinas, Sudhanshu Sane, Sergei Shudler, Alexandra Stewart, Karen C. Tsai, Terece L. Turton, Will Usher, Zhe Wang, Gunther H. Weber, Corey Wetterer-Nelson, Jonathan Woodring, Abhishek Yenpure
2025 J jnl
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data.
IEEE Trans. Vis. Comput. Graph.
Atul Kumar, Siddharth Garg, Soumya Dutta
2025 J jnl
Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis.
IEEE Trans. Vis. Comput. Graph.
Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya
2024 — ed.
12th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2024, Odense, Denmark, May 27, 2024
EnvirVis@EuroVis
Soumya Dutta, Kathrin Feige, Karsten Rink, Baldwin Nsonga
2024 — conf
IEEE LDAV 2024 Preface.
LDAV
Johanna Beyer, Steffen Frey, Guido Reina, Silvio Rizzi, Gunther H. Weber, Soumya Dutta, Nicole Marsaglia, Peer-Timo Bremer, Kenneth Moreland, Kristi Potter, Julien Tierny, Chaoli Wang, Hongfeng Yu
2024 J jnl
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data.
CoRR
Atul Kumar, Siddharth Garg, Soumya Dutta
2024 — conf
Uncertainty-Informed Volume Visualization using Implicit Neural Representation.
UncertaintyVis@VIS
Shanu Saklani, Chitwan Goel, Shrey Bansal, Zhe Wang, Soumya Dutta, Tushar M. Athawale, David Pugmire, Christopher R. Johnson
2024 J jnl
Uncertainty-Informed Volume Visualization using Implicit Neural Representation.
CoRR
Shanu Saklani, Chitwan Goel, Shrey Bansal, Zhe Wang, Soumya Dutta, Tushar M. Athawale, David Pugmire, Christopher R. Johnson
2024 J jnl
Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis.
CoRR
Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya
2024 Misc conf
Zero Shot Audio To Audio Emotion Transfer With Speaker Disentanglement.
ICASSP
Soumya Dutta, Sriram Ganapathy
2024 J jnl
Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement.
CoRR
Soumya Dutta, Sriram Ganapathy
2023 — ed.
11th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2023, Leipzig, Germany, June 12, 2023
EnvirVis@EuroVis
Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer
2023 — conf
A Direct Piezoresistive Method to Transduce Electromechanical Motion in Self-Sensing Suspended NanoStructures.
SENSORS
Sudarsan Majumder, Soumya Dutta
2023 J jnl
Dynamic Spatio-Temporal Summarization using Information Based Fusion.
CoRR
Humayra Tasnim, Soumya Dutta, Melanie E. Moses
2023 J jnl
HCAM - Hierarchical Cross Attention Model for Multi-modal Emotion Recognition.
CoRR
Soumya Dutta, Sriram Ganapathy
2023 — conf
Preface IEEE LDAV 2023.
LDAV
Peer-Timo Bremer, Kristi Potter, Steffen Frey, Silvio Rizzi, Gunther H. Weber, Soumya Dutta, Jonas Lukasczyk, Nicole Marsaglia
2023 — conf
Simple Fabrication Process for High-Sensitive Flexible Capacitive Force Sensor Using PDMS.
SENSORS
Pranav Deshpande, Prasanna Kumar Routray, Soumya Dutta, Manivannan M.
2022 — ed.
10th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2022, Rome, Italy, June 13, 2022
EnvirVis@EuroVis
Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer
2022 J jnl
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.
IEEE Trans. Vis. Comput. Graph.
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
2022 — conf
In Situ Analysis and Visualization of Extreme-Scale Particle Simulations.
ISC Workshops
Soumya Dutta, Dan Lipsa, Terece L. Turton, Berk Geveci, James P. Ahrens
2022 J jnl
In Situ Data Summaries for Flexible Feature Analysis in Large-Scale Multiphase Flow Simulations.
CoRR
Soumya Dutta, Terece L. Turton, David H. Rogers, Jordan M. Musser, James P. Ahrens, Ann S. Almgren
2022 J jnl
In situ feature analysis for large-scale multiphase flow simulations.
J. Comput. Sci.
Soumya Dutta, Terece L. Turton, David H. Rogers, Jordan M. Musser, James P. Ahrens, Ann S. Almgren
2022 J jnl
Information-Theoretic Exploration of Multivariate Time-Varying Image Databases.
Comput. Sci. Eng.
Humayra Tasnim, Soumya Dutta, Terece L. Turton, David H. Rogers, Melanie E. Moses
2022 Misc conf
Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition.
ICASSP
Soumya Dutta, Sriram Ganapathy
2021 — ed.
9th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2021, Virtual Event, Switzerland, June 14, 2021
EnvirVis@EuroVis
Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer
2021 J jnl
A Confidence-Guided Technique for Tracking Time-Varying Features.
Comput. Sci. Eng.
Soumya Dutta, Terece L. Turton, James P. Ahrens
2021 J jnl
Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case.
Comput. Sci. Eng.
Ayan Biswas, James P. Ahrens, Soumya Dutta, Jordan M. Musser, Ann S. Almgren, Terece L. Turton
2021 — conf
In Situ Adaptive Spatio-Temporal Data Summarization.
IEEE BigData
Soumya Dutta, Humayra Tasnim, Terece L. Turton, James P. Ahrens
2021 — conf
In Situ Climate Modeling for Analyzing Extreme Weather Events.
ISAV@SC
Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, Nathan M. Urban
2021 J jnl
Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis.
IEEE Trans. Vis. Comput. Graph.
Ayan Biswas, Soumya Dutta, Earl Lawrence, John Patchett, Jon C. Calhoun, James P. Ahrens
2020 — ed.
8th Workshop on Visualisation in Environmental Sciences, EnvirVis@Eurographics/EuroVis 2020, Norrköping, Sweden, May 25, 2020 [online only]
EnvirVis@Eurographics/EuroVis
Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer
2020 J jnl
A terminology for in situ visualization and analysis systems.
Int. J. High Perform. Comput. Appl.
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
2019 J jnl
CoDDA: A Flexible Copula-based Distribution Driven Analysis Framework for Large-Scale Multivariate Data.
IEEE Trans. Vis. Comput. Graph.
Subhashis Hazarika, Soumya Dutta, Han-Wei Shen, Jen-Ping Chen
2019 J jnl
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.
CoRR
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
2019 — conf
Leveraging Lagrangian Analysis for Discriminating Nutrient Origins.
EnvirVis@EuroVis
Soumya Dutta, Riley X. Brady, Mathew E. Maltrud, Philip J. Wolfram, Roxana Bujack
2019 J jnl
Multivariate Pointwise Information-Driven Data Sampling and Visualization.
CoRR
Soumya Dutta, Ayan Biswas, James P. Ahrens
2019 J jnl
Multivariate Pointwise Information-Driven Data Sampling and Visualization.
Entropy
Soumya Dutta, Ayan Biswas, James P. Ahrens
2019 — conf
Objective Finite-Time Saddles and their Connection to FTLE.
EuroVis (Short Papers)
Roxana Bujack, Soumya Dutta, Irene Baeza Rojo, Duan Zhang, Tobias Günther
2018 — conf
A flexible system for in situ triggers.
ISAV@SC
Matthew Larsen, Amy Woods, Nicole Marsaglia, Ayan Biswas, Soumya Dutta, Cyrus Harrison, Hank Childs
2018 B conf
In Situ Prediction Driven Feature Analysis in Jet Engine Simulations.
PacificVis
Soumya Dutta, Han-Wei Shen, Jen-Ping Chen
2018 — conf
In situ data-driven adaptive sampling for large-scale simulation data summarization.
ISAV@SC
Ayan Biswas, Soumya Dutta, Jesus Pulido, James P. Ahrens
2018 B conf
Information Guided Data Sampling and Recovery Using Bitmap Indexing.
PacificVis
Tzu-Hsuan Wei, Soumya Dutta, Han-Wei Shen
2018 J jnl
Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets.
Entropy
Subhashis Hazarika, Ayan Biswas, Soumya Dutta, Han-Wei Shen
2017 B conf
Homogeneity guided probabilistic data summaries for analysis and visualization of large-scale data sets.
PacificVis
Soumya Dutta, Jonathan Woodring, Han-Wei Shen, Jen-Ping Chen, James P. Ahrens
2017 J jnl
In Situ Distribution Guided Analysis and Visualization of Transonic Jet Engine Simulations.
IEEE Trans. Vis. Comput. Graph.
Soumya Dutta, Chun-Ming Chen, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
2017 — conf
Pointwise information guided visual analysis of time-varying multi-fields.
SIGGRAPH Asia Symposium on Visualization
Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen
2016 J jnl
Distribution Driven Extraction and Tracking of Features for Time-varying Data Analysis.
IEEE Trans. Vis. Comput. Graph.
Soumya Dutta, Han-Wei Shen
2016 J jnl
Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation.
IEEE Trans. Vis. Comput. Graph.
Chun-Ming Chen, Soumya Dutta, Xiaotong Liu, Gregory Heinlein, Han-Wei Shen, Jen-Ping Chen
2016 B conf
Visualizing the variations of ensemble of isosurfaces.
PacificVis
Subhashis Hazarika, Soumya Dutta, Han-Wei Shen
2013 J jnl
An Information-Aware Framework for Exploring Multivariate Data Sets.
IEEE Trans. Vis. Comput. Graph.
Ayan Biswas, Soumya Dutta, Han-Wei Shen, Jonathan Woodring
2009 — conf
A Color Edge Detection Algorithm in RGB Color Space.
ARTCom
Soumya Dutta, Bidyut B. Chaudhuri
2009 — conf
A Statistics and Local Homogeneity Based Color Edge Detection Algorithm.
ARTCom
Soumya Dutta, Bidyut B. Chaudhuri