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20182026
most citedEffects of Degradations on Deep Neural Network Architectures

50 citations · 92 across the 40 of their papers we have counts for

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Showing 2022Show all

7 papers · 1 filter

physics.soc-ph2022

To Jab or Not to Jab? A Study on COVID-19 Vaccine Hesitancy in India

Shagata Mukherjee, Sayantari Ghosh, Saumik Bhattacharya +1

With a country-wide comprehensive internet survey conducted in India, we aim to determine the factors that drive hesitancy towards getting vaccinated for COVID-19, and also compare…

cs.CV2022★ 1 cited

TIC: Text-Guided Image Colorization

Subhankar Ghosh, Prasun Roy, Saumik Bhattacharya +2

Image colorization is a well-known problem in computer vision. However, due to the ill-posed nature of the task, image colorization is inherently challenging. Though several attemp…

cs.CV2022

TIPS: Text-Induced Pose Synthesis

Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya +2

In computer vision, human pose synthesis and transfer deal with probabilistic image generation of a person in a previously unseen pose from an already available observation of that…

cs.CV2022

Scene Aware Person Image Generation through Global Contextual Conditioning

Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya +2

Person image generation is an intriguing yet challenging problem. However, this task becomes even more difficult under constrained situations. In this work, we propose a novel pipe…

cs.CV2022

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…

cs.CV2022

Multi-scale Attention Guided Pose Transfer

Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh +1

Pose transfer refers to the probabilistic image generation of a person with a previously unseen novel pose from another image of that person having a different pose. Due to potenti…

cs.CV2022★ 1 cited

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…