Author:Shruti Jadon

Publications
SSM-Net for Plants Disease Identification in Low Data Regime Shruti Jadon and Shruti Jadon EasyChair Preprint 4141
Improving Siamese Networks for One-Shot Learning Using Kernel-Based Activation Functions Shruti Jadon and Aditya Acrot Srinivasan EasyChair Preprint 893
A Survey of Loss Functions for Semantic Segmentation Shruti Jadon EasyChair Preprint 4058
Video Summarization using Keyframe Extraction and Video Skimming Shruti Jadon and Mahmood Jasim EasyChair Preprint 1181
Siamese Networks for One Shot Learning using Kernel Based Activation functions Shruti Jadon and Aditya Acrot Srinivasan EasyChair Preprint 893
Video Summarization Shruti Jadon and Mahmood Jasim EasyChair Preprint 1181
An Experimental Study on Capsule Networks Nitin Kumar and Shruti Jadon EasyChair Preprint 1180
Siamese Networks for One Shot Learning using Kernel Based Activation functions Shruti Jadon and Aditya Acrot Srinivasan EasyChair Preprint 893

Keyphrases

binary cross, Binary Cross-entropy, Capsule Networks, Clustering, computer vision⁵, Convolutional Neural Networks, correlation maximized structural similarity, cosh dice loss, cross-entropy, Cross Entropy Loss, decision boundary, deep learning³, derived loss penalty term, Dice coefficient, dice loss function, disease detection, distance map, Dropout, entropy balanced cross entropy, entropy loss function, exponential logarithmic loss, few-shot learning, Focal Loss, focal tversky loss log, ground truth, Hausdorff distance, Healthcare, image segmentation, ImageNet, Kernels, log cosh dice, loss focal tversky loss, loss function, machine learning, map derived loss penalty, maximized structural similarity loss, medical image, nbf skull stripping, one-shot learning, Optimization, Plants disease identification, Routing-by-agreement, semantic segmentation, summary, tversky loss, video summarization, Videos, VSUMM.