Machine Learning | Toyota Research Institute

Learning to Act Safely

Learn to act safely from, around, and with humans.

Maximizing Generalization

Enable shared learning across platforms, tasks, and environments.

Minimizing Supervision

Lower ML costs via self-supervised learning from raw and synthetic data.

Machine Learning

Object Permanence Emerges in a Random Walk along Memory

Machine Learning

Control-Aware Prediction Objectives for Autonomous Driving

Machine Learning

Multi-Frame Self-Supervised Depth with Transformers

Leadership

Dr. Adrien Gaidon

Dr. Adrien Gaidon

DIRECTOR, MACHINE LEARNING

Featured Researchers

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