I'm a Ph.D. student at Arizona State University's School of Computing and Augmented Intelligence, with Prof. Arunabha Sen as my supervisor. My research journey is marked by contributions in machine learning and computer vision. Currently, I'm exploring multi-modal representation learning and cross-image domain generalization, with an emphasis on diverse shared label space assumptions across domains.
Should you wish to learn more or connect with me, please feel free to email me or reach out via the links provided below.
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes
S.Choudhuri, S. Adeniye, A.Sen
Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation
S.Choudhuri, A.Sen
Quantum Communication in 6G Satellite Networks: Entanglement Distribution Across Changing Topologies [In Review]
A. Sen, C. Sumnicht, S. Choudhuri, A. Chang, G. Xue
Methodologies for Selection of Optimal Sites for Renewable Energy Under a Diverse Set of Constraints and Objectives
A. Sen, C. Sumnicht, S. Choudhuri, S. Adeniye, A. Sen
Distribution Alignment Using Complement Entropy Objective and Adaptive Consensus-Based Label Refinement For Partial Domain Adaptation
S.Choudhuri, S. Adeniye, A.Sen
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation
S.Choudhuri, S. Adeniye, H Venkateswara, A.Sen
Coupling Adversarial Learning with Selective Voting Strategy for Distribution Alignment in Partial Domain Adaptation
S.Choudhuri, H Venkateswara, A. Sen
Optimal Cost Network Design for Bounded Delay Data Transfer from PMU to Control Center
A. Sen, S. Roy, K. Basu, S. Adeniye, S. Choudhuri, A. Pal
Structural Dependency Aware Service Chain Mapping for Network Function Virtualization
S.Choudhuri, S. Adeniye, H Venkateswara, A.Sen
Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation
S.Choudhuri*, R. Paul*, A.Sen, B.Li, H Venkateswara
Combining Multilevel Contexts of Superpixel using Convolutional Neural Networks to Perform Natural Scene Labeling
A Das, S Ghosh, R Sarkhel, S Choudhuri, N Das, M Nasipuri
Identification of At-Risk Groups for Opioid Addiction Through Web Data Analysis
K Basu, S Choudhuri, A Sen, A Majumdar, D Dey
User Satisfaction-Driven Bandwidth Allocation for Image Transmission in a Crowded Environment
S Choudhuri, K Basu, A Sen
Object Localization on Natural Scenes: A Survey
S Choudhuri, N Das, R Sarkhel, M Nasipuri
A Quality-Concordance Metric Based Contour Detection by Utilizing Composite-Cue Information and Particle Swarm Optimisation
S Choudhuri, N Das, M Nasipuri
A Multi-Cue Information-Based Approach to Contour Detection by Utilizing Superpixel Segmentation
S Choudhuri, N Das, S Ghosh, M Nasipuri
Domain Adaptation (Closed-Set/Partial/Open-Set/Source-Free) • Contour Detection • Object Localization • Semantic Image Segmentation • Unsupervised Learning • Time-Series Analysis
Data Mining [2019, 2023] • Foundation of Algorithms [2017-2021] • Object-Oriented Programming and Data Structures [2018] • Introduction to Programming [2017]
Data Structures and Algorithms [2013] • Introduction to Programming [2015]