Search for tag: "accuracy"

Artificial Intelligence and Captioning in STEM

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From  Broadcast Broadcast Center Staff 0 likes 0 plays

Jha, Shantenu - "A.I.- coupled High-Performance Computing for Discovery and Design"

AI for Accelerating Invention, a new Princeton AI Lab initiative, integrates artificial intelligence into engineering research, developing new technologies and tools to accelerate the process of…

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From  Broadcast Broadcast Center Staff 0 likes 10 plays

ReMatch+ Intern - Michel Liao

Through Glasses: A Multi-Layer Transparent Segmentation Network Advised by: Jia Deng, Computer Science Erich Liang, Computer Science

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From  our Undergraduate Research 0 likes 23 plays

Quasiclassical Trajectory Calculations of Rate Constants Using an Ab-initio Trained Machine Learning Force Field (aML-MD), Zhiyu Shi, GS (7ACD870A)

Machine learning (ML) provides a great opportunity for the construction of models with improved accuracy for classical molecular dynamics (MD). However, the accuracy of a machine learning trained…

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From  Research Princeton Research Day 1 likes 31 plays

PLI Brandon Stewart

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From  Broadcast Broadcast Center Staff 0 likes 34 plays

Analyzing the underlying mechanisms of cross-platform validity for Natural Language Processing-based predictive models that identify mental disorders in social media users, Yubi Mamiya, UG '26 (3995017)

Recent, dramatic increases in life-threatening self-harm and hospitalizations of young people due to mental disorders has motivated efforts to preemptively identify suffering individuals and connect…

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From  Research Princeton Research Day 0 likes 117 plays

Robotic Swarm Inspection for Infrastructure Monitoring, Darren Chiu, UG '23 (2265354)

Robotic swarm inspection for structures offers a flexible, scalable, and cost-effective solution in comparison to human inspection such as the benefit of being resilient to individual failures,…

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From  Research Princeton Research Day 0 likes 101 plays

The Development of a Convolutional Neural Network for the Classification of Drum Sounds, Louis Larsen, UG (2270432)

Music is a universal language, and people can easily decipher between many different types of instruments. While recent developments in machine learning have allowed computers to distinguish between…

From  Research Princeton Research Day 0 likes 29 plays

Reimagining Baseball Analytics using ChatGPT, Senne Michielssen, UG '25 (2771011)

Spray charts are a data visualization used in baseball to describe which area of the field hitters have historically hit the ball to. Hitters have unique hitting tendencies for various reasons (e.g.,…

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From  Research Princeton Research Day 8 likes 102 plays

CITP Lecture: "The Societal Impact of Foundation Models"

Foundation models (ChatGPT, StableDiffusion) are transforming society: remarkable capabilities, serious risks, rampant deployment, unprecedented adoption, overflowing funding, and unending…

From  Broadcast Broadcast Center Staff 0 likes 43 plays

ReMatch Intern - Shruti Roy

Modeling North Atlantic Phytoplankton Blooms Mentors: Prof. Laure Resplandy, Geosciences Dr. Jessica Garwood, Geosciences

From  our Undergraduate Research 0 likes 61 plays

MyUHS - Uploading Documentation

This video reviews the process to upload documentation that supports health history, including records from other medical providers, proof of immunizations, and past test results, into a…

From  University University Health Services 0 likes 1,634 plays

Solving Sudoku Puzzles with Recurrent Neural Networks, Richard Zhu, UG '23 (3967706)

Recent advancements in machine learning have allowed for near-human or even superhuman performance in applications spanning chess-playing, protein folding, and natural language generation. Sudoku, a…

From  Research Princeton Research Day 1 likes 180 plays

Making Models and Mining Mimics: Insights From Computer Vision Into How Biological Systems Solve Visual Problems, Yael Stochel, UG '22 (3965102)

Heliconius butterflies, a genus of butterfly that lives in South America, exhibit Mullerian mimicry, a type of mimicry in which toxic unrelated species evolve to share warning signals to teach and…

From  Research Princeton Research Day 0 likes 81 plays

The Old Bailey, U.S. Reports, and OCR: Benchmarking AWS, Azure, and GCP on 360,000 Page Images, William Ughetta, UG '21 (2304637)

Court records spanning the entire eighteenth and nineteenth centuries present a compelling benchmark for leading Optical Character Recognition (OCR) cloud providers on historical documents. The…

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From  Research Princeton Research Day 1 likes 76 plays

StressDeep: Stress Detection Using Wearable Medical Sensors and Efficient Neural Networks, Anu Vellore, UG '22 (2250003)

Chronic stress poses serious harm to both physical and mental health. It is a risk factor for hypertension and coronary artery disease, as well as other health problems including gastroesophageal…

From  Research Princeton Research Day 4 likes 136 plays