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Large Language Model Agent Operating Systems
Performance enhancement for execution time with AIOS compared to Linux above, with AIOS architecture shown below
Invention Summary:
The integration and deployment of large language model (LLM)-based intelligent agents has been fraught with issues of sub-optimal scheduling and resource allocation of agent requests, difficulties in maintaining...
Published: 7/3/2025
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Inventor(s): Yongfeng Zhang, Kai Mei
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms
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Systems and Methods for Detecting Acute Changes in Blood Pressure and Creating Alarm, from Photoplethysmogram
Invention Summary:
Recently, the data-driven capabilities of deep learning have been leveraged in blood pressure (BP) monitoring systems that utilize photoplethysmogram (PPG) signals. These advancements aim to enhance estimation accuracy, clinical applicability, and ultimately, patient outcomes. However, challenges persist—particularly...
Published: 6/25/2025
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Inventor(s): Laleh Najafizadeh, Weinan Wang
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Diagnostics, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Medical Devices, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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ScoreHMR: 3D Pose Estimation using Diffusion Guided Models
Example results from the new model that uses an iterative refinement approach to achieve better image-model alignment to solve inverse problems for 3D human pose and shape reconstruction.
Invention Summary:
Recovering a 3D human pose and shape from 2D images is a challenging problem to solve computationally due to the complex nature of the...
Published: 6/24/2025
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Inventor(s): Dimitris Metaxas, Anastasios Stathopoulos
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
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Active vibration cancellation and control for scanning probe microscopy
Demonstration of filtering techniques used for both ground and acoustic noise
Invention Summary:
Scanning Probe Microscopes (SPMs) are often bulky due to the need for passive noise isolation. Active noise cancellation techniques can alleviate some of the distortion, but still struggle with acoustic noise.
Rutgers researchers have created...
Published: 6/10/2025
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Inventor(s): Qingze Zou, Jiarong Chen
Keywords(s):
Category(s): Technology Classifications > Software & Algorithms
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Surface Enhanced Raman Spectroscopy (SERS) based sensing platform with machine learning
Invention Summary:
Surface enhanced Raman spectroscopy (SERS) is a technique that can discriminate analyte molecules from the unique vibrational pattern they produce, which is correlated to their molecular structure. Identifying changes such as single base mutation in DNA, RNA and disease-specific microRNA biomarkers can facilitate early diagnosis...
Published: 6/10/2025
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Inventor(s): Laura Fabris, Ahmed Aziz Ezzat, Jinisha Chheda, Yating Fang
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Research Tools, Technology Classifications > Sensors, Technology Classifications > Software & Algorithms
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TMAAC: A Communication-aware, Localized Transformer-based Multi-Agent Actor-Critic Framework
Invention Summary:
Wildfires release pollutants comprising a mixture of gases and fine particulate matter (PM2.5) which are hazardous to human health.
Researchers at Rutgers University have designed a novel two-phase, environmentally friendly, low-cost air purification device that could run off a backup battery for emergencies.
Market...
Published: 5/5/2025
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Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Methods and Systems for Autonomous Agent Control
Invention Summary:
The challenges posed by high-risk and hazardous environments include knowledge gaps and unknown territories, rendering the deployment of human personnel both dangerous and undesirable. Unmanned Aerial Vehicles (UAVs) have increasingly become the preferred solution in these scenarios and to support Search-and-Rescue (SAR)...
Published: 5/7/2025
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Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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Competency Med Assessment Pro
Invention Summary:
Competency Medical Assessment Pro (MAP) is a real‐time online assessment system developed as an innovative solution designed to streamline the feedback process to medical students, focusing on the 13 Entrustable Professional Activities (EPAs) essential for medical school graduation, as outlined by the AAMC (American Association...
Published: 5/9/2025
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Inventor(s): Archana Pradhan, Steven Wen, Guangde He, Jie Zhao
Keywords(s):
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
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Machine-Learning-based Joint Doppler Estimation and Compensation in Underwater Acoustic Communications
A.) Summary figure of ML-driven technologies to improve underwater acoustic communication for a variety of applications. These technologies enhance image and video transmission while adapting for underwater conditions that may interfere with signal transmission. B.) Schematic for integration of JSCC, ASVTuw, and Doppler effect compensation technologies...
Published: 4/10/2025
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Inventor(s): Dario Pompili, Yung-Ting Hsieh
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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ASVTUW: ADAPTIVE SCALABLE VIDEO TRANSMISSION IN UNDERWATER ACOUSTIC MULTICAST NETWORKS
A.) Summary figure of ML-driven technologies to improve underwater acoustic communication for a variety of applications. These technologies enhance image and video transmission while adapting for underwater conditions that may interfere with signal transmission. B.) Schematic for integration of JSCC, ASVTuw, and Doppler effect compensation technologies...
Published: 4/10/2025
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Inventor(s): Dario Pompili, Zhuoran Qi
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Software & Algorithms
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