28 citations · 73 across the 6 of their papers we have counts for
6 papers
FastCLIPstyler: Optimisation-free Text-based Image Style Transfer Using Style Representations
Ananda Padhmanabhan Suresh, Sanjana Jain, Pavit Noinongyao +3
In recent years, language-driven artistic style transfer has emerged as a new type of style transfer technique, eliminating the need for a reference style image by using natural la…
Amortized Variational Inference: A Systematic Review
Ankush Ganguly, Sanjana Jain, Ukrit Watchareeruetai
The core principle of Variational Inference (VI) is to convert the statistical inference problem of computing complex posterior probability densities into a tractable optimization…
Development of a face mask detection pipeline for mask-wearing monitoring in the era of the COVID-19 pandemic: A modular approach
Benjaphan Sommana, Ukrit Watchareeruetai, Ankush Ganguly +4
During the SARS-Cov-2 pandemic, mask-wearing became an effective tool to prevent spreading and contracting the virus. The ability to monitor the mask-wearing rate in the population…
LOTR: Face Landmark Localization Using Localization Transformer
Ukrit Watchareeruetai, Benjaphan Sommana, Sanjana Jain +5
This paper presents a novel Transformer-based facial landmark localization network named Localization Transformer (LOTR). The proposed framework is a direct coordinate regression a…
An Introduction to Variational Inference
Ankush Ganguly, Samuel W. F. Earp
Approximating complex probability densities is a core problem in modern statistics. In this paper, we introduce the concept of Variational Inference (VI), a popular method in machi…
Face Detection with Feature Pyramids and Landmarks
Samuel W. F. Earp, Pavit Noinongyao, Justin A. Cairns +1
Accurate face detection and facial landmark localization are crucial to any face recognition system. We present a series of three single-stage RCNNs with different sized backbones…