2 papers
cs.LG2026
Benchmarking Deep Learning Models for Raman Spectroscopy Across Open-Source Datasets
Adithya Sineesh, Akshita Ramya Kamsali
Deep learning classifiers for Raman spectroscopy are increasingly reported to outperform classical chemometric approaches. However, their evaluations are often conducted in isolati…
cs.CV2021
Exploring Novel Pooling Strategies for Edge Preserved Feature Maps in Convolutional Neural Networks
Adithya Sineesh, Mahesh Raveendranatha Panicker
With the introduction of anti-aliased convolutional neural networks (CNN), there has been some resurgence in relooking the way pooling is done in CNNs. The fundamental building blo…