3 papers
cs.CV2026
End-to-End Real-Time Drone-Based Person Detection Framework Using Deep Learning
Payel Sarmah, Ayush Ranjan, Piyush Kaushik Bhattacharyya +2
In recent years, Unmanned Aerial Vehicles (UAVs) or drones have gained rapid response in terms of security, search and rescue (SAR), border surveillance, etc. Existing monitoring f…
cs.LG2026
AutoNorm: Understanding Adaptive Normalization in Transformers through Differentiable Gating
Piyush Kaushik Bhattacharyya, Divyanshu Rai, Swastik Singh +3
Normalization is a critical component for stabilizing Transformer training, yet the choice between static strategies such as Layer Normalization (LN) and adaptive alternatives rema…
cs.LG2026
Continual Learning for Food Category Classification Dataset: Enhancing Model Adaptability and Performance
Piyush Kaushik Bhattacharyya, Devansh Tomar, Shubham Mishra +6
Conventional machine learning pipelines often struggle to recognize categories absent from the original trainingset. This gap typically reduces accuracy, as fixed datasets rarely c…