From the 1 of 7 linked papers with an AI index.
7 papers
Cluster with Auctions for Vector Search
Swann Bessa, Pierre Fernandez, Gergely Szilvasy +2
The paper introduces CwA, a method that jointly learns a balanced clustering of database vectors and a neural probing function for large‑scale vector search, using a parallelizable…
Watermark Anything with Localized Messages
Tom Sander, Pierre Fernandez, Alain Durmus +2
Image watermarking methods are not tailored to handle small watermarked areas. This restricts applications in real-world scenarios where parts of the image may come from different…
Video Seal: Open and Efficient Video Watermarking
Pierre Fernandez, Hady Elsahar, I. Zeki Yalniz +1
The proliferation of AI-generated content and sophisticated video editing tools has made it both important and challenging to moderate digital platforms. Video watermarking address…
Watermarking Makes Language Models Radioactive
Tom Sander, Pierre Fernandez, Alain Durmus +2
We investigate the radioactivity of text generated by large language models (LLM), i.e. whether it is possible to detect that such synthetic input was used to train a subsequent LL…
Evaluation of Security of ML-based Watermarking: Copy and Removal Attacks
Vitaliy Kinakh, Brian Pulfer, Yury Belousov +3
The vast amounts of digital content captured from the real world or AI-generated media necessitate methods for copyright protection, traceability, or data provenance verification.…
Latent Watermarking of Audio Generative Models
Robin San Roman, Pierre Fernandez, Antoine Deleforge +2
The advancements in audio generative models have opened up new challenges in their responsible disclosure and the detection of their misuse. In response, we introduce a method to w…