1 citations · 2 across the 5 of their papers we have counts for
6 papers
FiLM-CAM: Keyed Feature Modulation for Conditional-Access Watermarking
Yash Kulthe, Vishal Asnani, Shruti Agarwal +2
We propose FiLM-CAM; a conditional-access image watermarking approach that enforces authorized encoding, decoding, and removal through keyed feature modulation. A secret key condit…
MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields
Yash Kulthe, Andrew Gilbert, John Collomosse
We present MultiNeRF, a 3D watermarking method that embeds multiple uniquely keyed watermarks within images rendered by a single Neural Radiance Field (NeRF) model, whilst maintain…
Content ARCs: Decentralized Content Rights in the Age of Generative AI
Kar Balan, Andrew Gilbert, John Collomosse
The rise of Generative AI (GenAI) has sparked significant debate over balancing the interests of creative rightsholders and AI developers. As GenAI models are trained on vast datas…
Multitwine: Multi-Object Compositing with Text and Layout Control
Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang +4
We introduce the first generative model capable of simultaneous multi-object compositing, guided by both text and layout. Our model allows for the addition of multiple objects with…
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models
Kar Balan, Andrew Gilbert, John Collomosse
We present PDFed, a decentralized, aggregator-free, and asynchronous federated learning protocol for training image diffusion models using a public blockchain. In general, diffusio…
Thinking Outside the BBox: Unconstrained Generative Object Compositing
Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang +6
Compositing an object into an image involves multiple non-trivial sub-tasks such as object placement and scaling, color/lighting harmonization, viewpoint/geometry adjustment, and s…