2 papers
cs.LG2025
Self Distillation via Iterative Constructive Perturbations
Maheak Dave, Aniket Kumar Singh, Aryan Pareek +3
Deep Neural Networks have achieved remarkable achievements across various domains, however balancing performance and generalization still remains a challenge while training these n…
cs.CV2024
Integrative CAM: Adaptive Layer Fusion for Comprehensive Interpretation of CNNs
Aniket K. Singh, Debasis Chaudhuri, Manish P. Singh +1
With the growing demand for interpretable deep learning models, this paper introduces Integrative CAM, an advanced Class Activation Mapping (CAM) technique aimed at providing a hol…