264 citations · 646 across the 13 of their papers we have counts for
5 papers · 1 filter
BananaVLM: A Domain-Adapted Vision Language Model for Banana Crop Disease Diagnosis
Sangam Kumar Jena, Pandarasamy Arjunan
Banana crop diseases threaten food security across the world, yet field diagnosis remains difficult because of limited expert access and visual similarity among disease classes. We…
ENAS: An Efficient Hardware-Aware Neural Architecture Search Framework for TinyML on Resource-Constrained Microcontrollers
Mohd Moin Khan, Naman Srivastava, Pandarasamy Arjunan
We present \textbf{ENAS}, a hardware-aware Neural Architecture Search (NAS) framework that combines a static feasibility check, a cell-based search space supporting standard, depth…
A 6G Integrated Sensing and Communication Framework for Railway Intrusion Detection and Collision Prediction
Ajeet Kumar Yadav, Sankaran Balasubramaniam, Aritra Chatterjee +3
Integrated Sensing and Communication (ISAC) combines sensing and communication to efficiently utilize wireless resources and is emerging as a key paradigm for next-generation wirel…
Personalized Federated Sparse Adaptation of Time-Series Foundation Models
Priyanka Nihalchandani, Naman Srivastava, Varun Ojha +1
Federated adaptation of time-series foundation models (TSFMs) is attractive for building energy forecasting because meter data are private, distributed, and highly non-IID. However…
Air Quality Arena: A Large-Scale Multi-Region Ground Monitoring Dataset and Benchmark for Air Quality Forecasting with Time-Series Foundation Models
Rishi Bharadwaj, Manik Gupta, Pandarasamy Arjunan
Air pollution causes an estimated 7.9 million premature deaths annually, making accurate forecasting a critical public health priority. Machine learning is increasingly being appli…