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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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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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High-throughput Cellulose based Pulldown Assay

Technology / Case number: #23189DEJ
Peter Preiser / Hadley Sikes / Patthara Kongsuphol / Huan Jia / Megan McBee / Say Yong Ng / Hoi Lok Cheng / Sing Mei Lim
Technology Areas: Diagnostics
Impact Areas: Healthy Living
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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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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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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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Tri-Functional Hydrophilic Self-Crosslinked Dimethylacrylamide Polymer

Technology / Case number: #18698TEM
Edward Boyden / Linyi Gao / Ruixuan Gao / Nikita Obidin
Technology Areas: Diagnostics / Sensing & Imaging
Impact Areas: Healthy Living
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System and Method for All At Once Deep Network Quantization

Technology / Case number: #23671J
Aude Oliva / Rogerio Feris / Rameswar Panda / Kate Saenko / Naigang Wang / Ximeng Sun / Richard Chen
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Uncharted Frontiers, Connected World
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Multi-Source Transfer Learning From Pre-Trained Networks

Technology / Case number: #22121J
Joshua Lee / Prasanna Sattigeri / Gregory Wornell
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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Methods and Apparatuses to Track Hand Configurations based on Ultrasound Signals

Technology / Case number: #25586
Xuanhe Zhao / Gengxi Lu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Yaron Meirovitch / Aravinathan Samuel / Lu Mi / Jeff Lichtman / Nir Shavit
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Universal GRAND Decoder

Technology / Case number: #22356J
Kenneth Duffy / Rabia Yazicigil Kirby / Amit Solomon / Vaibhav Bansal / Wei An / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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End-to-End Research and Development Assistance through First-Principles Model-Based Reasoning and Intelligent Test & Measurement

Technology / Case number: #25660
Dirk Englund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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Deep Compositional Robotic Planners that Follow Natural Language Commands

Technology / Case number: #21815
Andrei Barbu / Yen-Ling Kuo / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Efficient Module-Level Dynamic Analysis for Dynamic Languages with Module Recontextualization

Technology / Case number: #23551
Nikolaos Vasilakis / Martin Rinard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
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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