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Cristian Canton Ferrer

RESEARCH SCIENTIST | SEATTLE, UNITED STATES

Cristian is a Research Scientist Manager on the AI Integrity Team at Facebook AI Applied Research. His research interests lie in the field of computer vision and adversarial machine learning. Cristian currently supports the AI Red Team, which focuses on understanding weaknesses and vulnerabilities derived from the use (or misuse) of AI, related to misinformation and election interference. Previously at Facebook, he managed teams related to the detection of the objectionable and harmful content domain. Prior to joining Facebook, Cristian worked at Microsoft Research and Vicon. He received an M.S. from EPFL in Switzerland and a Ph.D. from the Technical University of Catalonia in Barcelona.

GitHub

Research Areas

Computer Vision

Conversational AI

Core Machine Learning

Integrity

Natural Language Processing (NLP)

Cristian's Work

Eye In-Painting with Exemplar Generative Adversarial Networks

Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing

The Deepfake Detection Challenge (DFDC) Preview Dataset

Cristian's Publications

August 24, 2023

NLP

CORE MACHINE LEARNING

Code Llama: Open Foundation Models for Code

Faisal Azhar, Aaron Grattafiori, Alexandre Defossez, Artyom Kozhevnikov, Baptiste Rozière, Cristian Canton Ferrer, Ellen Tan, Fabian Gloeckle, Gabriel Synnaeve, Hugo Touvron, Itai Gat, Ivan Evtimov, Jade Copet, Jingyu Liu, Joanna Bitton, Jonas Gehring, Jérémy Rapin, Louis Martin, Manish Bhatt, Nicolas Usunier, Sten Sootla, Tal Remez, Thomas Scialom, Wenhan Xiong, Yossef (Yossi) Adi

August 24, 2023

Read the Paper

July 18, 2023

CONVERSATIONAL AI

NLP

Llama 2: Open Foundation and Fine-Tuned Chat Models

Moya Chen, Marie-Anne Lachaux, Thibaut Lavril, Hugo Touvron, Adina Williams, Alan Schelten, Amjad Almahairi, Andrew Kuan, Andrew Poulton, Angela Fan, Anthony Hartshorn, Artem Korenev, Aurelien Rodriguez, Binh Tang, Brian Fuller, Cristian Canton Ferrer, Cynthia Gao, Dan Bikel, David Esiobu, Diana Liskovich, Xiaoqing Ellen Tan, Eric Michael Smith, Guillem Cucurull, Hakan Inan, Igor Molybog, Iliyan Zarov, Isabel Kloumann, Puxin Xu, Jenya Lee, Jeremy Fu, Jeremy Reizenstein, Jude Fernandes, Kalyan Saladi, Kevin Stone, Louis Martin, Lukas Blecher, Madian Khabsa, Marcin Kardas, Melanie Kambadur, Naman Goyal, Nikolay Bashlykov, Peter Albert, Praj Bhargava, Punit Singh Koura, Pushkar Mishra, Ranjan Subramanian, Rashi Rungta, Robert Stojnic, Ross Taylor, Ruan Silva, Rui Hou, Saghar Hosseini, Sergey Edunov, Sharan Narang, Shruti Bhosale, Soumya Batra, Thomas Scialom, Todor Mihaylov, Vedanuj Goswami, Viktor Kerkez, Wenyin Fu, Xavier Martinet, Yasmine Babaei, Yinghai Lu, Yixin Nie, Yuchen Zhang, Yuning Mao, Zheng Yan