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Efficient Module-Level Dynamic Analysis for Dynamic Languages with Module Recontextualization

Technology / Case number: #23551
Martin Rinard / Nikolaos Vasilakis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World
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Cyber-Secure Dynamic Monitoring and Decision Systems (CS-DyMonDS)

Technology / Case number: #23585
Marija Ilic
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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All-Photonic Artificial Neural Network Processor Via Non-linear Optics

Technology / Case number: #23925
Dirk R Englund / Jasvith Basani / Stefan Krastanov / Mikkel Heuck
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World, Advanced Materials
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A Method to Extract Physical Behavior Directly from Simple Visual Empirical Observation Via a Deep Learning Model, for a Material Agnostic Approach to Predicting Compressive Beam Buckling

Technology / Case number: #24061
Markus J. Buehler / Andrew Lew
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation / Sensing & Imaging
Impact Areas: Connected World, Advanced Materials
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Radio-Frequency Photonic Architecture for Deep Neural Networks, Signal Processing, and Computing

Technology / Case number: #24089
Dirk R Englund / Ronald Davis
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Dataset Distillation using Random Feature Approximation

Technology / Case number: #24329
Daniela Rus / Noel Loo / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Longevity Planning Blocks for use in Retirement Planning

Technology / Case number: #24907
Joseph Coughlin / Sheng-Hung Lee
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Connected World
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Boris Katz / Yen-Ling Kuo / Andrei Barbu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Agustin Di Paolo / Alexandre Blais / Catherine Leroux / Roni Winik / Simon Gustavsson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Decoding by Guessing Noise II

Technology / Case number: #20215J
Muriel Medard / Kenneth Duffy
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Attention Maps

Technology / Case number: #18155QJ
Bryan Reimer / Bobbie Seppelt / Linda Angell / Andres Munoz Delgado / Joonbum Lee / Bruce L Mehler / Joseph Coughlin
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Deep Context Maps

Technology / Case number: #22949
Daniela Rus / Arjun Gupta / Igor Gilitschenski / Sertac Karaman / Guy Rosman
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Data-Efficient Photorealistic 3D Holography using Layered Depth Images and Deep Double Phase Encoding

Technology / Case number: #23071
Wojciech Matusik / Liang Shi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Sensing & Imaging
Impact Areas: Uncharted Frontiers, Connected World
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Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning

Technology / Case number: #22652
Brian Anthony / Sangwoon Kim / Donghyun Kim
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Connected World
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Machine Learning for Accelerated IBFD Tuning

Technology / Case number: #22007L
Ken Kolodziej / Aidan Cookson / Bradley Perry
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World, Advanced Materials
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Certified Control

Technology / Case number: #21653
Daniel Jackson / Xin Zhang / Nikos Gonzalez / Mike Wang / FengPing Angela Leong / Dimitris Koutentakis / Jonathan DeCastro / Soonho Kong
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Sustainable Future, Connected World
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Brain-Computer Interface for User's Visual Focus Detection

Technology / Case number: #20246
Sanjay Emani Sarma / Alexandre Armengol Urpi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology
Impact Areas: Healthy Living, Uncharted Frontiers, Connected World
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Distributed Training and Management of Al Powered Robots using Teleoperation via Virtual Spaces

Technology / Case number: #20397
Daniela Rus / Changhyun Choi / Aidan Fay / Jeffrey Lipton
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Behavior-Based Robot Programming

Technology / Case number: #18810
Neville Hogan / Lucille Hosford
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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