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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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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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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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Computer-Controlled Ankle-Foot Prosthesis With Series J-Spring Actuation

Technology / Case number: #22922TE
Matthew Carney / Daniel Levine / Matthew Handford / Christopher Williams / Hugh Herr
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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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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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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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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Multi-staged Ducted Electroaerodynamic System

Technology / Case number: #23598
Steven Barrett / Haofeng Xu / Arthur Brown / Nicolas Gomez Vega
Technology Areas: Energy & Distribution / Industrial Engineering & Automation
Impact Areas: Connected World
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System and Method to Integrate Human and AI for Automated Feature Engineering

Technology / Case number: #23581J
Chuang Gan / Dakuo Wang / Abel Valente / Micah Smith / Udayan Khurana / Gregory Bramble / Arunima Chaudhary / Carolina Spina
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems
Impact Areas: Connected World
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Polymer-Grafted Nanoparticle Additives for Improving Pressure-Sensitive Adhesives' Mechanical Behavior

Technology / Case number: #23575J
Robert Macfarlane / Griffen Desroches / Jacob Przyojski
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Connected World
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Defect-Free Epitaxy on Amorphous Substrate using Confined Two-Dimensional Materials Growth and Manufacturing Method Thereof

Technology / Case number: #25561
Jeehwan Kim / KiSeok Kim / Jekyung Kim
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Connected World
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Neuromechanical Interventions for the Mitigation of Limb Pathology

Technology / Case number: #18430TE
Anthony Zorzos / Benjamin Maimon / Matthew Carty / Tyler Clites / Jean-Francois Duval / Shriya Srinivasan / Hugh Herr
Technology Areas: Biotechnology
Impact Areas: Healthy Living
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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