2 papers
cs.CV2025
HybridSOMSpikeNet: A Deep Model with Differentiable Soft Self-Organizing Maps and Spiking Dynamics for Waste Classification
Debojyoti Ghosh, Adrijit Goswami
Accurate waste classification is vital for achieving sustainable waste management and reducing the environmental footprint of urbanization. Misclassification of recyclable material…
cs.CV2025
Adaptive Modular Retrieval-Augmented Framework for Cross-Domain Image Classification
Debojyoti Ghosh, Soumya K Ghosh, Adrijit Goswami
Effective image classification in real-world scenarios requires models capable of capturing both local features and global context, while adapting to the evolving complexity of the…