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Soumya Dutta
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2020 – today
- 2024
- [c19]Soumya Dutta, Sriram Ganapathy:
Zero Shot Audio To Audio Emotion Transfer With Speaker Disentanglement. ICASSP 2024: 10371-10375 - [i9]Soumya Dutta, Sriram Ganapathy:
Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement. CoRR abs/2401.04511 (2024) - [i8]Soumya Dutta, Faheem Nizar, Ahmad Amaan, Ayan Acharya:
Visual Analysis of Prediction Uncertainty in Neural Networks for Deep Image Synthesis. CoRR abs/2406.18545 (2024) - [i7]Atul Kumar, Siddharth Garg, Soumya Dutta:
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data. CoRR abs/2407.16119 (2024) - [i6]Shanu Saklani, Chitwan Goel, Shrey Bansal, Zhe Wang, Soumya Dutta, Tushar M. Athawale, David Pugmire, Christopher R. Johnson:
Uncertainty-Informed Volume Visualization using Implicit Neural Representation. CoRR abs/2408.06018 (2024) - 2023
- [c18]Pranav Deshpande, Prasanna Kumar Routray, Soumya Dutta, Manivannan M.
:
Simple Fabrication Process for High-Sensitive Flexible Capacitive Force Sensor Using PDMS. SENSORS 2023: 1-4 - [c17]Sudarsan Majumder
A Direct Piezoresistive Method to Transduce Electromechanical Motion in Self-Sensing Suspended NanoStructures. SENSORS 2023: 1-4 - [c16]Peer-Timo Bremer, Kristi Potter, Steffen Frey
Preface IEEE LDAV 2023. LDAV 2023: vi - [e4]Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer:
11th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2023, Leipzig, Germany, June 12, 2023. Eurographics Association 2023, ISBN 978-3-03868-223-3 [contents] - [i5]Soumya Dutta, Sriram Ganapathy:
HCAM - Hierarchical Cross Attention Model for Multi-modal Emotion Recognition. CoRR abs/2304.06910 (2023) - [i4]Humayra Tasnim, Soumya Dutta, Melanie E. Moses:
Dynamic Spatio-Temporal Summarization using Information Based Fusion. CoRR abs/2310.01617 (2023) - 2022
- [j14]Humayra Tasnim
Information-Theoretic Exploration of Multivariate Time-Varying Image Databases. Comput. Sci. Eng. 24(3): 61-70 (2022) - [j13]Soumya Dutta
In situ feature analysis for large-scale multiphase flow simulations. J. Comput. Sci. 63: 101773 (2022) - [j12]Jiayi Xu
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. IEEE Trans. Vis. Comput. Graph. 28(3): 1514-1528 (2022) - [c15]Soumya Dutta, Sriram Ganapathy:
Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition. ICASSP 2022: 6917-6921 - [c14]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: 283-294 - [e3]Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer:
10th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2022, Rome, Italy, June 13, 2022. Eurographics Association 2022, ISBN 978-3-03868-180-9 [contents] - [i3]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 abs/2201.02557 (2022) - 2021
- [j11]Ayan Biswas
Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case. Comput. Sci. Eng. 23(1): 75-82 (2021) - [j10]Soumya Dutta
A Confidence-Guided Technique for Tracking Time-Varying Features. Comput. Sci. Eng. 23(2): 84-92 (2021) - [j9]Ayan Biswas
Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis. IEEE Trans. Vis. Comput. Graph. 27(12): 4439-4454 (2021) - [c13]Soumya Dutta
In Situ Adaptive Spatio-Temporal Data Summarization. IEEE BigData 2021: 315-321 - [c12]Soumya Dutta
In Situ Climate Modeling for Analyzing Extreme Weather Events. ISAV@SC 2021: 18-23 - [e2]Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer:
9th Workshop on Visualisation in Environmental Sciences, EnvirVis@EuroVis 2021, Virtual Event, Switzerland, June 14, 2021. Eurographics Association 2021, ISBN 978-3-03868-148-9 [contents] - 2020
- [j8]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
A terminology for in situ visualization and analysis systems. Int. J. High Perform. Comput. Appl. 34(6) (2020) - [e1]Soumya Dutta, Kathrin Feige, Karsten Rink, Dirk Zeckzer:
8th Workshop on Visualisation in Environmental Sciences, EnvirVis@Eurographics/EuroVis 2020, Norrköping, Sweden, May 25, 2020 [online only]. Eurographics Association 2020, ISBN 978-3-03868-115-1 [contents]
2010 – 2019
- 2019
- [j7]Soumya Dutta
Multivariate Pointwise Information-Driven Data Sampling and Visualization. Entropy 21(7): 699 (2019) - [j6]Subhashis Hazarika, Soumya Dutta
CoDDA: A Flexible Copula-based Distribution Driven Analysis Framework for Large-Scale Multivariate Data. IEEE Trans. Vis. Comput. Graph. 25(1): 1214-1224 (2019) - [c11]Soumya Dutta
Leveraging Lagrangian Analysis for Discriminating Nutrient Origins. EnvirVis@EuroVis 2019: 17-24 - [c10]Roxana Bujack, Soumya Dutta, Irene Baeza Rojo, Duan Zhang, Tobias Günther:
Objective Finite-Time Saddles and their Connection to FTLE. EuroVis (Short Papers) 2019: 49-53 - [i2]Soumya Dutta, Ayan Biswas, James P. Ahrens:
Multivariate Pointwise Information-Driven Data Sampling and Visualization. CoRR abs/1907.11762 (2019) - [i1]Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen:
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. CoRR abs/1911.12383 (2019) - 2018
- [j5]Subhashis Hazarika
Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets. Entropy 20(7): 540 (2018) - [c9]Tzu-Hsuan Wei, Soumya Dutta
Information Guided Data Sampling and Recovery Using Bitmap Indexing. PacificVis 2018: 56-65 - [c8]Soumya Dutta
In Situ Prediction Driven Feature Analysis in Jet Engine Simulations. PacificVis 2018: 66-75 - [c7]Matthew Larsen, Amy Woods, Nicole Marsaglia, Ayan Biswas
A flexible system for in situ triggers. ISAV@SC 2018: 1-6 - [c6]Ayan Biswas
In situ data-driven adaptive sampling for large-scale simulation data summarization. ISAV@SC 2018: 13-18 - 2017
- [j4]Soumya Dutta
In Situ Distribution Guided Analysis and Visualization of Transonic Jet Engine Simulations. IEEE Trans. Vis. Comput. Graph. 23(1): 811-820 (2017) - [c5]Soumya Dutta
Homogeneity guided probabilistic data summaries for analysis and visualization of large-scale data sets. PacificVis 2017: 111-120 - [c4]Soumya Dutta
Pointwise information guided visual analysis of time-varying multi-fields. SIGGRAPH Asia Symposium on Visualization 2017: 17:1-17:8 - 2016
- [j3]Soumya Dutta
Distribution Driven Extraction and Tracking of Features for Time-varying Data Analysis. IEEE Trans. Vis. Comput. Graph. 22(1): 837-846 (2016) - [j2]Chun-Ming Chen, Soumya Dutta
Visualization and Analysis of Rotating Stall for Transonic Jet Engine Simulation. IEEE Trans. Vis. Comput. Graph. 22(1): 847-856 (2016) - [c3]Subhashis Hazarika
Visualizing the variations of ensemble of isosurfaces. PacificVis 2016: 209-213 - 2013
- [j1]Ayan Biswas
An Information-Aware Framework for Exploring Multivariate Data Sets. IEEE Trans. Vis. Comput. Graph. 19(12): 2683-2692 (2013)
2000 – 2009
- 2009
- [c2]Soumya Dutta
A Color Edge Detection Algorithm in RGB Color Space. ARTCom 2009: 337-340 - [c1]Soumya Dutta
A Statistics and Local Homogeneity Based Color Edge Detection Algorithm. ARTCom 2009: 546-548
Coauthor Index
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