Watermarking across Modalities for Content Tracing and Generative AI

List of contributions

Images

• Watermarking Images in Self-Supervised Latent Spaces
  • 📄 arxiv.org/abs/2112.09581
  • 💻 github.com/facebookresearch/ssl_watermarking
• Active Image Indexing
  • 📄 arxiv.org/abs/2210.10620
  • 💻 github.com/facebookresearch/active_indexing
• The Stable Signature: Rooting Watermarks in Latent Diffusion Models
  • 📄 arxiv.org/abs/2303.15435
  • 💻 github.com/facebookresearch/stable_signature
• Watermark Anything With Localized Messages
  • 📄 arxiv.org/abs/2411.07231
  • 💻 github.com/facebookresearch/watermark-anything

Audio

• Proactive Detection of Voice Cloning with Localized Watermarking
  • 📄 arxiv.org/abs/2401.17264
  • 💻 github.com/facebookresearch/audioseal
• Latent Watermarking of Audio Generative Models
  • 📄 arxiv.org/abs/2409.02915

Text

• Three Bricks to Consolidate Watermarks for Large Language Models
  • 📄 arxiv.org/abs/2308.00113
  • 💻 github.com/facebookresearch/three_bricks
• Watermarking Makes Language Models Radioactive
  • 📄 arxiv.org/abs/2402.14904
  • 💻 github.com/facebookresearch/radioactive-watermark

Video

• Functional Invariants to Watermark Large Transformers
  • 📄 arxiv.org/abs/2310.11446

Miscellaneous

• DINOv2: Learning Robust Visual Features without Supervision
  • 📄 arxiv.org/abs/2304.07193
  • 💻 github.com/facebookresearch/dinov2
• A Cookbook of Self-Supervised Learning
  • 📄 arxiv.org/abs/2304.12210
• Seamless: Multilingual Expressive and Streaming Speech Translation
  • 📄 arxiv.org/abs/2312.05187
  • 💻 github.com/facebookresearch/seamless_communication

Slides