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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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Methods and Apparatuses for Enhancing Scintillation with Optical Nanostructures for Scintillators, LEDs, and Laser Sources

Technology / Case number: #23183J
John D Joannopoulos / Nicolas Romeo / Zin Lin / Ali Ghorashi / Charles Roques-Carmes / Yi Yang / Nicholas Rivera / Ido Efraim Kaminer / Justin Beroz / Steven Earl Kooi / Marin Soljacic / Steven G Johnson
Technology Areas: Chemicals & Materials / Electronics & Photonics / Sensing & Imaging
Impact Areas: Connected World
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Provably Secure Large Language Models

Technology / Case number: #25397J
Boris Katz / Juan Ignacio Cases Martin / Christian Arnold / Abdul Alabdulkareem / Andrei Barbu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Sparse Closed-form Liquid Neural Algorithms for Out-of-Distribution Generalization on Edge Robots

Technology / Case number: #24660
Daniela Rus / Makram Chahine / Mathias Lechner / Ramin Hasani / Alexander Amini
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Healthy Living, Advanced Materials
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TSV Qubit

Technology / Case number: #22218L
Jamie Kerman / Thomas Hazard / Justin Mallek / Cyrus Hirjibehedin / Mollie Schwartz / Wayne Woods / Jonilyn Yoder / Danna Rosenberg / Donna-Ruth Yost / William Oliver
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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New Ionizable Lipid Library Suitable for Multiple Organ Targeting Derived From High Throughput Combinatorial Synthesis and Screening

Technology / Case number: #23406
Daniel Anderson / Idris Raji / Akiva Gordon / Bowen Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Technology / Case number: #23356
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Data Driven Material Discovery System

Technology / Case number: #21835J
Wojciech Matusik / Mina Konakovic Lukovic / Hanns-Hagen Goetzke / Bernhard Von Vacano / Klaus Stoll / Mina Lukovic / Wan Shou / Timothy Erps / Michael Foshey
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Low-Temperature Synthesis of Two-Dimensional Materials

Technology / Case number: #24560
Jing Kong / Ji Hoon Park / Jiadi Zhu / Test User Qa260 / Tomas Palacios
Technology Areas: Chemicals & Materials / Electronics & Photonics / Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Machine Learning for the Design of Cancer Vaccine Adjuvants

Technology / Case number: #21680J
Robert Langer / Netra Kamat / Hyunjoon Kim / Lewis Scott Jones / Daniel Reker / Ameya Kirtane / Giovanni Traverso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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All-Optical Logic and Quantum-Limited Signal Processing in Large-Scale Optoelectronic Circuits

Technology / Case number: #25208J
Dirk R Englund / Saumil Bandyopadhyay / Ryan Hamerly
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Learning Closed-Loop Control Policies for Manufacturing

Technology / Case number: #23744J
Wojciech Matusik / Michal Piovarèi / Bernd Bickel / Szymon Rusinkiewicz / Michael Foshey / Piotr Didyk
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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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 Buffer

Technology / Case number: #18153QJ
Bryan Reimer / Bobbie Seppelt / Linda Angell / Joonbum Lee / Bruce L Mehler / Joseph Coughlin
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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Decoding via Guessing Noise

Technology / Case number: #20169J
Muriel Medard / Kenneth Duffy / Jiange Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers
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Transparent Luminescent Displays Enabled by Electric-Field-Induced Quenching of Photoluminescent Pixels

Technology / Case number: #17634
Moungi G Bawendi / Patrick Brown / Geoffrey Supran / Jeffrey C. Grossman / Vladimir Bulovic
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Advanced Materials
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Synchronous Excitation of Multiple Shock Waves for Fusion

Technology / Case number: #21869J
Keith A Nelson / Thomas Pezeril / Steven Earl Kooi
Technology Areas: Chemicals & Materials / Electronics & Photonics / Energy & Distribution
Impact Areas: Advanced Materials
License

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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A Software System to Synthetically Generate Test Data for Testing Large Scale Software Applications

Technology / Case number: #18981J
Kalyan Veeramachaneni / Sunder Nochilur / Kishore Durg / Jeffery Wilkinson / Neha Patki
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Uncharted Frontiers
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Fabrication Method for Endcapped Fiber Laser Pigtails with Sub-Micron Virtual Waist Positional Accuracy

Technology / Case number: #21218L
Jason Langseth / Joshua Olitzky / David Fouche / Daniel Miller / John Nowak / Christopher Hwang
Technology Areas: Electronics & Photonics
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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