4 papers
Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images
Srilakshmi Premachandran, Amit Kumar Bhuyan, Loza F. Tadesse
Single-cell molecular characterization remains a bottleneck in scalable biological analysis because of labeling requirements, limited multiplexing, and reagents that perturb physio…
Towards Federated Multi-Armed Bandit Learning for Content Dissemination using Swarm of UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper introduces an Unmanned Aerial Vehicle - enabled content management architecture that is suitable for critical content access in communities of users that are communicati…
Top-k Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a Micro-Unmanned Aerial Vehicle (UAV)-enhanced content management system for disaster scenarios where communication infrastructure is generally compromised. Uti…
Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a computationally efficient and distributed speaker diarization framework for networked IoT-style audio devices. The work proposes a Federated Learning model wh…