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cs.CV2019
CPWC: Contextual Point Wise Convolution for Object Recognition
Pratik Mazumder, Pravendra Singh, Vinay Namboodiri
Convolutional layers are a major driving force behind the successes of deep learning. Pointwise convolution (PWC) is a 1x1 convolutional filter that is primarily used for parameter…
cs.CV2019
Accuracy Booster: Performance Boosting using Feature Map Re-calibration
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
Convolution Neural Networks (CNN) have been extremely successful in solving intensive computer vision tasks. The convolutional filters used in CNNs have played a major role in this…