no code implementations • 14 Mar 2024 • Vishal Asnani, John Collomosse, Tu Bui, Xiaoming Liu, Shruti Agarwal
ProMark can maintain image quality whilst outperforming correlation-based attribution.
no code implementations • 30 Nov 2023 • Tu Bui, Shruti Agarwal, John Collomosse
We propose TrustMark - a GAN-based watermarking method with novel design in architecture and spatio-spectra losses to balance the trade-off between watermarked image quality with the watermark recovery accuracy.
no code implementations • 10 Nov 2023 • Justin Norman, Shruti Agarwal, Hany Farid
Recent advances in machine learning and computer vision have led to reported facial recognition accuracies surpassing human performance.
no code implementations • 10 Apr 2023 • Kar Balan, Shruti Agarwal, Simon Jenni, Andy Parsons, Andrew Gilbert, John Collomosse
We present EKILA; a decentralized framework that enables creatives to receive recognition and reward for their contributions to generative AI (GenAI).
1 code implementation • 6 Apr 2023 • Tu Bui, Shruti Agarwal, Ning Yu, John Collomosse
Data hiding such as steganography and invisible watermarking has important applications in copyright protection, privacy-preserved communication and content provenance.
1 code implementation • 21 Dec 2021 • Shruti Agarwal, Liwen Hu, Evonne Ng, Trevor Darrell, Hao Li, Anna Rohrbach
In today's era of digital misinformation, we are increasingly faced with new threats posed by video falsification techniques.
no code implementations • 13 Jul 2021 • Palash Ghosh, Trikay Nalamada, Shruti Agarwal, Maria Jahja, Bibhas Chakraborty
A dynamic treatment regimen (DTR) is a set of decision rules to personalize treatments for an individual using their medical history.
no code implementations • 29 Apr 2020 • Shruti Agarwal, Tarek El-Gaaly, Hany Farid, Ser-Nam Lim
Synthetically-generated audios and videos -- so-called deep fakes -- continue to capture the imagination of the computer-graphics and computer-vision communities.