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Translating submachine locality into locality of reference [PDF]
Journal of Parallel and Distributed Computing, 2006 Summary form only given. The design of algorithms exhibiting a high degree of temporal and spatial locality of reference is crucial to attain good performance on current and foreseeable computing systems featuring ever deeper memory hierarchies. Previous work has demonstrated that task parallelism can be efficiently transformed into locality of ...
FANTOZZI, CARLO +2 more
core +4 more sources
Lingua, 2013 Natural language syntax is unbounded, but syntactic processes respect fundamental locality principles. The purpose of this paper is to illustrate linguistic locality through various phenomena uncovered by formal and comparative syntacticians, and show ...
Luigi Rizzi
exaly +2 more sources
Modeling Transverse Relative Locality
International Journal of Theoretical Physics, 2012 We investigate some aspects of relativistic classical theories with "relative locality", in which pairs of events established to be coincident by nearby observers may be described as non-coincident by distant observers.
Giovanni Amelino-Camelia +2 more
exaly +2 more sources
Honeybee: Locality-Enhanced Projector for Multimodal LLM [PDF]
Computer Vision and Pattern Recognition, 2023 In Multimodal Large Language Models (MLLMs), a visual projector plays a crucial role in bridging pre-trained vision encoders with LLMs, enabling profound visual understanding while harnessing the LLMs' robust capabilities.
Junbum Cha +3 more
semanticscholar +1 more source
Speed limits and locality in many-body quantum dynamics [PDF]
Reports on progress in physics. Physical Society, 2023 We review the mathematical speed limits on quantum information processing in many-body systems. After the proof of the Lieb–Robinson Theorem in 1972, the past two decades have seen substantial developments in its application to other questions, such as ...
Chi-Fang (Anthony) Chen +2 more
semanticscholar +1 more source
Locality-Aware Graph-Rewiring in GNNs [PDF]
International Conference on Learning Representations, 2023 Graph Neural Networks (GNNs) are popular models for machine learning on graphs that typically follow the message-passing paradigm, whereby the feature of a node is updated recursively upon aggregating information over its neighbors.
Federico Barbero +4 more
semanticscholar +1 more source
Locally testable codes with constant rate, distance, and locality [PDF]
Electron. Colloquium Comput. Complex., 2021 A locally testable code (LTC) is an error correcting code that has a property-tester. The tester reads q bits that are randomly chosen, and rejects words with probability proportional to their distance from the code.
Irit Dinur +4 more
semanticscholar +1 more source
RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality [PDF]
Computer Vision and Pattern Recognition, 2021 Compared to convolutional layers, fully-connected (FC) layers are better at modeling the long-range dependencies but worse at capturing the local patterns, hence usually less favored for image recognition.
Xiaohan Ding +4 more
semanticscholar +1 more source
A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification
IEEE Transactions on Neural Networks and Learning Systems, 2017 Zhengming Li, Zhihui Lai, Yong Xu
exaly +2 more sources
Development of social contact and loneliness measures with validation in social prescribing
BMJ Open Quality, 2021 Aims This paper describes two patient-reported measures of social contact and loneliness, which are closely related concepts. The first measure (R-Outcomes Social Contact measure) was developed from scratch, based on customer needs and literature review.
Tim Benson +3 more
doaj +1 more source