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All-to-All Connected Ising Machines with Free-Space Optical Interconnects

Technology / Case number: #21178L
William Herzog / Jeffrey Chou / Suraj Bramhavar / Siddhartha Ghosh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Bengt Borgstrom / Michael Brandstein / Robert Dunn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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High-Efficiency Aircraft Droplet Exchange System (HeADES): Novel Very High Mass Efficiency and Easily Scalable Thermal Heat Exchanger for Small to Large Air Platforms

Technology / Case number: #20012L
Mark Bury / William Flaherty / Jessica Reid / Conor Doyle / William Kammerer / Ryan Fontaine
Technology Areas: Chemicals & Materials / Computer Science / Energy & Distribution
Impact Areas: Sustainable Future, Connected World
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PRUNE: Prioritizing Risk for Unmitigated Network Exploitables

Technology / Case number: #20440L
Pierre Trepagnier / Dennis Ross / Allan Wollaber
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Direct Aromatic Alkylation Using Methane Over Copper-Zeolite Systems

Technology / Case number: #21767J
Yuriy Roman / Randall Meyer / Pedro Serna Merino / Mark Sullivan / Kimberly Dinh
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Advanced Materials
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Systems and Approaches for Context-Aware Action Recognition by Dual Attention Network

Technology / Case number: #22125J
Bolei Zhou / Tete Xiao / Quanfu Fan / Dan Gutfreund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Infrastructure-free NLoS Obstacle Detection for Autonomous Cars

Technology / Case number: #22032J
Daniela Rus / Guy Rosman / Sertac Karaman / Felix Naser / Igor Gilitschenski / Alexander Amini / Christina Liao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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VCSEL-based Coherent Scalable dEep Learning (VCSEL)

Technology / Case number: #24366J
Dirk Englund / Ryan Hamerly / Zaijun Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Amorphous and Crystalline LivM1wLaxZrOyNz Electrolytes and Their Use Therein

Technology / Case number: #22357J
Lincoln Miara / Jennifer Lilia Marguerite Rupp / Zachary Hood / Won Seok Chang
Technology Areas: Chemicals & Materials / Electronics & Photonics / Energy & Distribution
Impact Areas: Advanced Materials
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Nafion Proton Exchange Membrane Composite Hydrophilic/Hydrophobic Silica System

Technology / Case number: #22408J
Alfredo Alexander-Katz / Jonathan Mailoa / Hejin Huang / Karim Gadelrab
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Connected World
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A System and Method for Investment Decision Optimization based on Knowledge Graphs

Technology / Case number: #22727J
Pin-Yu Chen / Rahul Mazumder / Shibal Ibrahim / Wenyu Chen / Yang Zhang / Yada Zhu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Connected World
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Contactless Seismocardiography via Deep Learning Radars

Technology / Case number: #22761TE
Fadel Adib / Unsoo Ha
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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A Simple Method to Generate Random Quantum States and Verify Quantum Devices

Technology / Case number: #23147J
Daniel Mark / Soonwon Choi / Manuel Endres / Joonhee Choi / Adam Shaw
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Li Salts Amorphous Oxides Dual-Phase Composite Li-Conducting Thin Films

Technology / Case number: #23063J
Lincoln Miara / Jennifer Lilia Marguerite Rupp / Zachary Hood / Yuntong Zhu / Won Seok Chang / Jesse Hinricher / Heung Lee
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Connected World
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A New Method for Single Shot Scene Reconstruction from RGB Images using Implicit Representations

Technology / Case number: #23530J
Joshua Tenenbaum / Vincent Sitzmann / Sergey Zakharov / Wadim Kehl / Vitor Guizilini / Adrien Gaidon / Rares Ambrus / Dennis Park / Jiajun Wu / Frederic Durand (he/him/his)
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Spray Pyrolysis Processing of The Electron - Ion Insulator for Metal Anode Adhesion in Solid State Batteries

Technology / Case number: #23978J
Ju Li / Andrea Maurano / Jennifer Lilia Marguerite Rupp / Ziqiang Wang / Zachary Hood / Yuntong Zhu / Won Seok Chang / So Yeon Kim / Srinath Chakravarthy / Kai Pei / Jesse Hinricher / Yimeng Huang / Ziqiang Wang / Hyunwon Chu
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Connected World
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A Bulk-Material-Based Flexible Thermoelectric Generator Featuring Multifunctional Copper Electrodes for Heat Concentration and Dissipation, And Fabrics for Comfort and Heat-Leakage Reduction

Technology / Case number: #23997J
Qian Xu / Weishu Liu / Biao Deng / Pengxiang Zhang / Gang Chen
Technology Areas: Energy & Distribution
Impact Areas: Sustainable Future
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Geiger-Mode Avalanche Photodiode Arrays Fabricated on Silicon on Insulator

Technology / Case number: #24158L
Kevin Ryu / Renee Lambert / Joseph Ciampi / Kevan Donlon / Brian Aull
Technology Areas: Electronics & Photonics / Energy & Distribution
Impact Areas: Connected World, Advanced Materials
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Adaptive Redundancy Reduction for Efficient Video Understanding

Technology / Case number: #23684J
Aude Oliva / Rogerio Feris / Rameswar Panda / Bowen Pan / Camilo Fosco
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Optimized Tree Ensemble based Demand Model

Technology / Case number: #23774J
Kiran Panchamgam / Georgia Perakis / Leann Thayaparan / Setareh Borjian
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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