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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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Vocal Biomarkers of Inflammation in Neurophysiological Systems

Technology / Case number: #22308L
Jeffrey Palmer / Thomas Quatieri / Tanya Talkar
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Pixel Scale Fabry Perot Filter Array for Chemical Agent Vapor Detection

Technology / Case number: #22630L
William Lawrence
Technology Areas: Chemicals & Materials / Sensing & Imaging
Impact Areas: Advanced Materials
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Radio Frequency Photoacoustic Spectroscopy Concept for Detecting Viral Pathogen

Technology / Case number: #22473LJQ
Jeffrey Karp / Charles Wynn / Anthony Samir / Sumanth Kaushik
Technology Areas: Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, 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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Methods and System for Skills & Tasks Demand Forecasting

Technology / Case number: #22714J
Erik Brynjolfsson / Sebastian Steffen / Subhro Das / Wyatt Clarke / Prabhat Maddikunta Reddy / Martin Fleming
Technology Areas: 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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Magnetomicrometric Advances in Robotic Control

Technology / Case number: #22683TE
Michael Nawrot / Cameron Taylor / Seong Ho Yeon / Hugh Herr
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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The Speech Enhancement via Attention Masking Network: An End-to-end System for Joint Suppression of Noise and Reverberation

Technology / Case number: #22674L
Bengt Borgstrom / Michael Brandstein
Technology Areas: Computer Science / Sensing & Imaging
Impact Areas: Connected World
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Using Secure Multi Party Computation to Aggregate Sensitive Cybersecurity Defense and Loss Data from Multiple Firms In Order to Understand the Threat Landscape and Guide Firm-Level Security Investment

Technology / Case number: #22815
Vinod Vaikuntanathan / Daniel Weitzner / Taylor Reynolds / Leo de Castro / Jeffrey Schiller / Andrew Lo
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World
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A Modular, General Purpose, Automated, Anomalous Data Synthesizer for Rotary Plants

Technology / Case number: #22879J
Steven Yeung / Mikio Furokawa / Kamal Youcef-Toumi / Takayuki Hirano / Ali Hamoud M AlShehri / Lois Wampler
Technology Areas: Computer Science / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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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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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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Undersea Camera Utilizing Liquid Filling

Technology / Case number: #24350L
Gregory Cappiello / George Turner / Brian Edwards / Emma Landsiedel / Ryan Little
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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Hybrid Evaporative-Radiative Cooling Panels for Efficient Air Conditioning/Refrigeration

Technology / Case number: #23380DE
Evelyn Wang / Jeffrey Grossman / Arny Leroy / Zhengmao Lu
Technology Areas: Industrial Engineering & Automation
Impact Areas: Connected World
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Universal Gastrointestinal Tract Motility Mapping System

Technology / Case number: #24142J
Carlo Giovanni Traverso / Neil Jia
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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3D-Shape Estimation of Structures Undergoing Dynamic Stress

Technology / Case number: #23931JL
Alexander Stolyarov / Daniel Freeman / Andrew March / Jordan Rosenthal / Tairan Wang / Mihai Ibanescu
Technology Areas: Sensing & Imaging
Impact Areas: Connected World
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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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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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