2 code implementations • 24 Aug 2023 • Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Romain Sauvestre, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
We release Code Llama, a family of large language models for code based on Llama 2 providing state-of-the-art performance among open models, infilling capabilities, support for large input contexts, and zero-shot instruction following ability for programming tasks.
Ranked #26 on Code Generation on MBPP
no code implementations • NAACL (ACL) 2022 • Joanna Bitton, Maya Pavlova, Ivan Evtimov
Additionally, the process to retrain a model is time and resource intensive, creating a need for a lightweight, reusable defense.
1 code implementation • 17 Jan 2022 • Zoe Papakipos, Joanna Bitton
We introduce AugLy, a data augmentation library with a focus on adversarial robustness.
no code implementations • 6 Apr 2021 • Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton Ferrer
The videos were recorded in multiple U. S. states with a diverse set of adults in various age, gender and apparent skin tone groups.
no code implementations • 19 Nov 2020 • Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton Ferrer
We perform our evaluations on the winning entries of the DeepFake Detection Challenge (DFDC) and demonstrate that they can be easily bypassed in a practical attack scenario by designing transferable and accessible adversarial attacks.
7 code implementations • 12 Jun 2020 • Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, Cristian Canton Ferrer
In addition to Deepfakes, a variety of GAN-based face swapping methods have also been published with accompanying code.