Natural Language Video Processing (Machine Learning-based Identification, Search, Extraction)

The systems and methods described herein provide for a natural-language to generative video process using language-classification and knowledge graph identifiers to find frame segments within a codex of videos that depict the scene described. The mechanics necessary for converting speech to meaningful entities that can be matched to non-text images/videos serve as an underlying basis for generative video

WIDESEAS: A lattice-based PIR scheme implemented in EncryptedQuery

We introduce the WIDESEAS protocol for lattice-based Private Information Retrieval (PIR), and we give performance numbers for its recent implementation in the EncryptedQuery open-source PIR software. This protocol uses the fully homomorphic Brakerski--Fan--Vercauteren (BFV) encryption scheme, as opposed to the Paillier scheme, which is used in all earlier versions of EncryptedQuery. We show that the homomorphic capabilities of BFV result in smaller query sizes (due to a query-shrinking technique based on batching and ciphertext multiplication), higher response generation rates (due to using relinearization to keep ciphertexts small; due to caching certain products of query elements in the NTT domain; due to using the distributive law to achieve a quadratic reduction in the total number of ciphertext multiplications; due to using lazy reduction to speed up modular multiplies; and, due to exploiting properties of inverse NTTs over periodic data, and forward NTTs over sparse data, for the purpose of accelerating plain multiplications), and comparable response sizes (due to using modulus switching to discard redundant ciphertext information prior to transmitting the response). For instance, running a single thread (with Turbo Boost disabled) on a MacBook Pro equipped with a 2.8 GHz Intel core i7, and using a $20$-bit hash and a $2^{15}$-byte data chunk size (which allows us to search for a single targeted selector), our implementation can (i) generate a query of size $64\ \mathrm{MiB}$ in around $0.41\ {\rm seconds,}$ (ii) process a query against a $1\ \mathrm{TiB}$ database (comprised of $2^{20}$-many $1\ \mathrm{MiB}$ records) at a rate of $23.67\ \mathrm{MiB/s}$ (which is at least two orders of magnitude faster than the Paillier-based version of EncryptedQuery), and (iii) generate a response of size $4\ \mathrm{MiB}$ in around $0.51\ \mathrm{days}{\rm .}$ We expect a speed up on server class machines. Our implementation uses the Microsoft SEAL library along with a small amount of custom code

Calibration Uncertainty for Advanced LIGO's First and Second Observing Runs

Calibration of the Advanced LIGO detectors is the quantification of the detectors' response to gravitational waves. Gravitational waves incident on the detectors cause phase shifts in the interferometer laser light which are read out as intensity fluctuations at the detector output. Understanding this detector response to gravitational waves is crucial to producing accurate and precise gravitational wave strain data. Estimates of binary black hole and neutron star parameters and tests of general relativity require well-calibrated data, as miscalibrations will lead to biased results. We describe the method of producing calibration uncertainty estimates for both LIGO detectors in the first and second observing runs.Comment: 15 pages, 21 figures, LIGO DCC P160013

Navy Force Structure Review Strategic Risk Workshop and Technology Review

NPS NRP Project PosterThe study's goal is to comparatively evaluate combat effectiveness of the planned Fleet Design with a novel alternative design against potential global adversaries in the 2040 timeframe. Insights and recommendations from the study will be used in the next Force Structure Assessment and the FY 2024 30-Year Shipbuilding Plan.N8 - Integration of Capabilities & ResourcesThis research is supported by funding from the Naval Postgraduate School, Naval Research Program (PE 0605853N/2098). https://nps.edu/nrpChief of Naval Operations (CNO)Approved for public release. Distribution is unlimited.

Navy Force Structure Review Strategic Risk Workshop and Technology Review

NPS NRP Executive SummaryThe study's goal is to comparatively evaluate combat effectiveness of the planned Fleet Design with a novel alternative design against potential global adversaries in the 2040 timeframe. Insights and recommendations from the study will be used in the next Force Structure Assessment and the FY 2024 30-Year Shipbuilding Plan.N8 - Integration of Capabilities & ResourcesThis research is supported by funding from the Naval Postgraduate School, Naval Research Program (PE 0605853N/2098). https://nps.edu/nrpChief of Naval Operations (CNO)Approved for public release. Distribution is unlimited.

Vision and Change Through the Genome Consortium for Active Teaching using Next-Generation Sequencing (GCAT-SEEK)

Development of the Genome Consortium on Active Teaching using Next Generation Sequencing (GCAT-SEEK) is described. Workshops, educational modules, assessment resources, data analysis software and computer hardware available for faculty are described

The Lantern Vol. 44, No. 2, Spring 1978

• Ode To the Death of a Patient • The Bloody Brand of Honor • Deserted Trail • The Apple Revisited • Consciousness in Awares • Middle Class • Clock • Snow • The Case • Your Eyes Speak Falsely • Finding a Place • Legacy of Ellis Island • John • Work • A Gift • When She is Gone • Qual. Lamenthttps://digitalcommons.ursinus.edu/lantern/1112/thumbnail.jp