Results 21 to 30 of about 3,692,662 (365)
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? [PDF]
IEEE Transactions on Information Theory, 2004 Suppose we are given a vector f in a class FsubeRopfN , e.g., a class of digital signals or digital images. How many linear measurements do we need to make about f to be able to recover f to within precision epsi in the Euclidean (lscr2) metric?
E. Candès, T. Tao
semanticscholar +1 more source
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation [PDF]
Computer Vision and Pattern Recognition, 2020 Behavior prediction in dynamic, multi-agent systems is an important problem in the context of self-driving cars, due to the complex representations and interactions of road components, including moving agents (e.g.
Jiyang Gao +6 more
semanticscholar +1 more source
Thermodynamics of Encoding and Encoders
, 2021 Non-isolated systems have diverse coupling relations with the external environment. These relations generate complex thermodynamics and information transmission between the system and its environment. The framework depicted in the current research attempts to glance at the critical role of the internal orders inside the non-isolated system in shaping ...
Tian, Yang, Sun, Pei
openaire +2 more sources
Effect of data encoding on the expressive power of variational quantum-machine-learning models [PDF]
Physical Review A, 2020 Quantum computers can be used for supervised learning by treating parametrised quantum circuits as models that map data inputs to predictions. While a lot of work has been done to investigate practical implications of this approach, many important ...
M. Schuld +2 more
semanticscholar +1 more source
, 2015 We study encodings from CSP into asynchronous CCS with name passing and matching, so in fact, the asynchronous pi-calculus. By doing so, we discuss two different ways to map the multi-way synchronisation mechanism of CSP into the two-way synchronisation ...
Hatzel, Meike +3 more
core +9 more sources
Re-ranking Person Re-identification with k-Reciprocal Encoding [PDF]
Computer Vision and Pattern Recognition, 2017 When considering person re-identification (re-ID) as a retrieval process, re-ranking is a critical step to improve its accuracy. Yet in the re-ID community, limited effort has been devoted to re-ranking, especially those fully automatic, unsupervised ...
Zhun Zhong +3 more
semanticscholar +1 more source
Context Encoding for Semantic Segmentation [PDF]
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018 Recent work has made significant progress in improving spatial resolution for pixelwise labeling with Fully Convolutional Network (FCN) framework by employing Dilated/Atrous convolution, utilizing multi-scale features and refining boundaries.
Hang Zhang +6 more
semanticscholar +1 more source
A review of location encoding for GeoAI: methods and applications [PDF]
International Journal of Geographical Information Science, 2021 A common need for artificial intelligence models in the broader geoscience is to encode various types of spatial data, such as points, polylines, polygons, graphs, or rasters, in a hidden embedding space so that they can be readily incorporated into deep
Gengchen Mai +7 more
semanticscholar +1 more source
Frontiers in Psychology, 2019 Prior studies on language processing in aging have shown that older adults experience integration difficulties for contextually unpredictable target words (as indicated by low cloze probabilities in prior ratings), and that such comprehension ...
Katja I. Häuser +5 more
doaj +1 more source
Biologically encoded magnonics [PDF]
Nature Communications, 2019 AbstractSpin wave logic circuits using quantum oscillations of spins (magnons) as carriers of information have been proposed for next generation computing with reduced energy demands and the benefit of easy parallelization. Current realizations of magnonic devices have micrometer sized patterns.
Benjamin W. Zingsem +8 more
openaire +8 more sources