337 citations · 348 across the 4 of their papers we have counts for
5 papers · 1 filter
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer
Jiaxin Cheng, Ayush Jaiswal, Yue Wu +2
Neural Style Transfer (NST) has quickly evolved from single-style to infinite-style models, also known as Arbitrary Style Transfer (AST). Although appealing results have been widel…
Class-agnostic Object Detection
Ayush Jaiswal, Yue Wu, Pradeep Natarajan +1
Object detection models perform well at localizing and classifying objects that they are shown during training. However, due to the difficulty and cost associated with creating and…
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos
Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal +3
The spread of misinformation through synthetically generated yet realistic images and videos has become a significant problem, calling for robust manipulation detection methods. De…
AIRD: Adversarial Learning Framework for Image Repurposing Detection
Ayush Jaiswal, Yue Wu, Wael AbdAlmageed +2
Image repurposing is a commonly used method for spreading misinformation on social media and online forums, which involves publishing untampered images with modified metadata to cr…
RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance
Ayush Jaiswal, Shuai Xia, Iacopo Masi +1
For enterprise, personal and societal applications, there is now an increasing demand for automated authentication of identity from images using computer vision. However, current a…