Publications | Toyota Research Institute

Featured Publications

Human Interactive Driving

Dreaming to Assist: Learning to Align with Human Objectives for Shared Control in High-Speed Racing

Large Behavior Models

Score Distillation via Reparametrized DDIM

Human-Centered AI

Understanding the Cognitive Complexity in Language Elicited by Product Images

All Publications

Jun 13, 2022

Machine Learning

Object Permanence Emerges in a Random Walk along Memory

Jun 9, 2022

Robotics

Velocity Level Approximation of Pressure Field Contact Patches

Jun 1, 2022

Human Interactive Driving

Implicit Multiagent Coordination at Uncontrolled Intersections via Topological Braids

Jun 1, 2022

Human-Centered AI

Human Interactive Driving

HMIway-Env: A Framework for Simulating Behaviors and Preferences To Support Human-AI Teaming in Driving

Jun 1, 2022

Human Interactive Driving

Unsupervised Multi-View Gaze Representation Learning

Jun 1, 2022

Energy & Materials

Teaching machine learning to materials scientists: Lessons from hosting tutorials and competitions

May 26, 2022

Human Interactive Driving

TIP: Task-Informed Motion Prediction for Intelligent Vehicles

May 7, 2022

Robotics

Finding and Optimizing Certified, Collision-Free Regions in Configuration Space for Robot Manipulators

Apr 28, 2022

Human-Centered AI

You Complete Me: Human-AI Teams and Complementary Expertise

Apr 28, 2022

Machine Learning

Control-Aware Prediction Objectives for Autonomous Driving