Functional Invariants to Watermark Large Transformers

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Functional Invariants to Watermark Large Transformers

17 October 2023

Pierre Fernandez

Guillaume Couairon

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Papers citing "Functional Invariants to Watermark Large Transformers"

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Title
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 109 193 0 27 Mar 2023
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 328 759 0 27 Aug 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 284 2,500 0 20 Apr 2021
Passport-aware Normalization for Deep Model Protection Jie Zhang Dongdong Chen Jing Liao Weiming Zhang G. Hua Nenghai Yu AAML 55 71 0 29 Oct 2020
Protect, Show, Attend and Tell: Empowering Image Captioning Models with Ownership Protection Jian Han Lim Chee Seng Chan Kam Woh Ng Lixin Fan Qiang Yang 149 31 0 25 Aug 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,822 0 23 Jan 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,181 0 23 Oct 2019
Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring Yossi Adi Carsten Baum Moustapha Cissé Benny Pinkas Joseph Keshet 63 679 0 13 Feb 2018
Embedding Watermarks into Deep Neural Networks Yusuke Uchida Yuki Nagai S. Sakazawa Shiníchi Satoh 122 609 0 15 Jan 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016