← Search

Jayanta Mukhopadhyay

2 accepted papers

2025

CapT: A Hierarchical Capsule Representation Learning Approach for Class Continual Learning

ICASSP 2025accepted

Human brain is adept at continually acquiring new skills through structured patterns without forgetting previous learning, a feat that neural networks struggle to emulate. When these networks are exposed to new information, they tend to experience a significant decline in performance on tasks they w…

Cited by 0SourceScholar
2023

Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract)

AAAI 2023technical

Computer vision applications for document image understanding (DIU) such as optical character recognition, word spotting, enhancement etc. suffer from structural deformations like strike-outs and unconstrained strokes, to name a few. They also suffer from texture degradation due to blurring, aging,…

Cited by 0SourcePDFScholar