12 citations · 28 across the 14 of their papers we have counts for
3 papers · 1 filter
BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework
Siladittya Manna, Rakesh Dey, Souvik Chakraborty
Applications on Medical Image Analysis suffer from acute shortage of large volume of data properly annotated by medical experts. Supervised Learning algorithms require a large volu…
SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification
Siladittya Manna, Soumitri Chattopadhyay, Saumik Bhattacharya +1
Writer independent offline signature verification is one of the most challenging tasks in pattern recognition as there is often a scarcity of training data. To handle such data sca…
SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification
Soumitri Chattopadhyay, Siladittya Manna, Saumik Bhattacharya +1
Offline Signature Verification (OSV) is a fundamental biometric task across various forensic, commercial and legal applications. The underlying task at hand is to carefully model f…