Search Results for author: Amin Ghafouri

Found 3 papers, 1 papers with code

LaMDA: Language Models for Dialog Applications

2 code implementations • 20 Jan 2022 • Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker, Yu Du, Yaguang Li, Hongrae Lee, Huaixiu Steven Zheng, Amin Ghafouri, Marcelo Menegali, Yanping Huang, Maxim Krikun, Dmitry Lepikhin, James Qin, Dehao Chen, Yuanzhong Xu, Zhifeng Chen, Adam Roberts, Maarten Bosma, Vincent Zhao, Yanqi Zhou, Chung-Ching Chang, Igor Krivokon, Will Rusch, Marc Pickett, Pranesh Srinivasan, Laichee Man, Kathleen Meier-Hellstern, Meredith Ringel Morris, Tulsee Doshi, Renelito Delos Santos, Toju Duke, Johnny Soraker, Ben Zevenbergen, Vinodkumar Prabhakaran, Mark Diaz, Ben Hutchinson, Kristen Olson, Alejandra Molina, Erin Hoffman-John, Josh Lee, Lora Aroyo, Ravi Rajakumar, Alena Butryna, Matthew Lamm, Viktoriya Kuzmina, Joe Fenton, Aaron Cohen, Rachel Bernstein, Ray Kurzweil, Blaise Aguera-Arcas, Claire Cui, Marian Croak, Ed Chi, Quoc Le

We demonstrate that fine-tuning with annotated data and enabling the model to consult external knowledge sources can lead to significant improvements towards the two key challenges of safety and factual grounding.

Ranked #114 on Code Generation on HumanEval

Code Generation Information Retrieval +2

458

Paper
Code

Adversarial Regression for Detecting Attacks in Cyber-Physical Systems

no code implementations • 30 Apr 2018 • Amin Ghafouri, Yevgeniy Vorobeychik, Xenofon Koutsoukos

Attacks in cyber-physical systems (CPS) which manipulate sensor readings can cause enormous physical damage if undetected.

regression

Paper
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Optimal Detection of Faulty Traffic Sensors Used in Route Planning

no code implementations • 8 Feb 2017 • Amin Ghafouri, Aron Laszka, Abhishek Dubey, Xenofon Koutsoukos

Erroneous data can adversely affect applications such as route planning, and can cause increased travel time.

Change Point Detection Gaussian Processes

Paper
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