Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Outil
Denoised Smoothing
This repository contains the code and models necessary to replicate the results of our recent paper: Denoised Smoothing: A Provable Defense for Pretrained Classifiers Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, J. Zico Kolter…
Projet
Physical Manipulation
Physical Manipulation projects explore ML methods and systems that use purposeful interaction with the physical world to learn how to perceive, reason and act in the real world. Physical manipulation is intrinsically connected to robotic…
Outil
Land Cover Orinoquia
This AI for Earth project, in collaboration with the Wildlife Conservation Society Colombia (WCS Colombia (opens in new tab)) was developed to create up-to-date land cover maps of the Orinoquía (opens in new tab) region…
Publication
Task-Oriented Dialogue as Dataflow Synthesis
Vidéo
Decoding Music Attention from “EEG headphones”: a User-friendly Auditory Brain-computer Interface
Listening to music is a joyful way to relax. Many people enjoy playing music in the background in their daily life, even while working. This makes music an excellent choice as a stimulus for building…
