Risultati della ricerca - (endedededededededededededededededededededededecoding OR encoding) (algorithmics OR algorithm)

Inferring the population properties of galactic binaries from LISA's stochastic foreground di De Santi, Federico, Santini, Alessandro, Toubiana, Alexandre, Karnesis, Nikolaos, Gerosa, Davide

Sommario: “... gravitational-wave foreground whose spectral shape encodes information about the underlying population...”
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End-to-end optimisation of HEP triggers di Hall, Noah Clarke, Xiotidis, Ioannis, Konstantinidis, Nikos, Miller, David W.

Sommario: “... constructed as modular chains of sequentially optimised algorithms, including machine learning models. Each...”
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Context Tree Prior Distributions based on Node Weighting with exact Bayes Factors di Paulichen, Thiago, Freguglia, Victor

Sommario: “... tree distribution is not straightforward, making it difficult to construct priors encoding specific...”
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Efficient Construction of Reachability Graphs for Petri Net Product Lines di Gómez-Martínez, Elena, Jarabo, José Ignacio Requeno

Sommario: “...This paper presents a set of algorithms for computing the reachability graph of Petri Net Product...”
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Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning di Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Sommario: “... with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models...”
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Robust Model-Based Iteration for Passive Gamma Emission Tomography di Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Sommario: “... iterative solver that combines the LM algorithm with a Deep Gauss-Newton step, in which a learned operator...”
Testo

Learnable Spatial-Temporal Positional Encoding for Link Prediction di Tieu, Katherine, Fu, Dongqi, Li, Zihao, Maciejewski, Ross, He, Jingrui

Sommario: “... neural networks and graph transformers, where a positional encoding mechanism has become much more...”
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Decodable and Sample Invariant Continuous Object Encoder di Yuan, Dehao, Huang, Furong, Fermüller, Cornelia, Aloimonos, Yiannis

Sommario: “... distribution and density. Sample distribution and density invariance enables HDFE to consistently encode...”
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Deep Joint Source-Channel Coding for Efficient and Reliable Cross-Technology Communication di Yao, Shumin, Xu, Xiaodong, Chen, Hao, Sun, Yaping, Zhao, Qinglin

Sommario: “... existing CTC coding algorithms as domain knowledge to guide the encoder-decoder pair to learn...”
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How Transformers Learn Causal Structure with Gradient Descent di Nichani, Eshaan, Damian, Alex, Lee, Jason D.

Sommario: “... sequence. Self-attention allows transformers to encode causal structure which makes them particularly...”
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Light-weight Retinal Layer Segmentation with Global Reasoning di He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Sommario: “.... In addition, the algorithm should be light-weight to be deployed for practical clinical applications...”
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Harnessing Intrinsic Noise for Quantum Simulation of Open Quantum Systems di Dambal, Sameer, Sone, Akira, Zhang, Yu

Sommario: “.... Conventional approaches overcome this mismatch by encoding nonunitary processes into unitary circuits...”
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Efficient Qubit Simulation of Hybrid Oscillator-Qubit Quantum Computation di Lu, Xi, Bakalov, Bojko N., Liu, Yuan

Sommario: “... systems through position encoding. By encoding continuous-variable position and momentum wave functions...”
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Towards near-term quantum simulation of materials di Clinton, Laura, Cubitt, Toby, Flynn, Brian, Gambetta, Filippo Maria, Klassen, Joel, Montanaro, Ashley, Piddock, Stephen, Santos, Raul A., Sheridan, Evan

Sommario: “... algorithms rely on a layer of unitary evolutions generated by each term in a Hamiltonian. This appears...”
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Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention di Yang, Min, Liu, Guanjun, Zhou, Ziyuan

Sommario: “...Traditional multi-agent reinforcement learning algorithms are difficultly applied in a large-scale...”
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Quantum Multiplier Based on Exponent Adder di Zhan, Junpeng

Sommario: “...-called exponent encoding to respectively represent two multiplicands as two superposition states which...”
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Learning About Structural Errors in Models of Complex Dynamical Systems di Wu, Jin-Long, Levine, Matthew E., Schneider, Tapio, Stuart, Andrew

Sommario: “... for the effects of unresolved degrees of freedom often exist and encode important domain-specific knowledge...”
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Semi-supervised segmentation of land cover images using nonlinear canonical correlation analysis with multiple features and t-SNE di Wei, Hong, Xiao, James, Zhang, Yichao, Hong, Xia

Sommario: “...'s local patch would also be beneficial for encoding locally statistical information and spatial variations...”
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D4C: Improving Negative Example Quality to Enhance Machine Abstract Reasoning Ability di Song, Ruizhuo, Yuan, Beiming

Sommario: “... reasoning engine grounded in deep learning theory, which encodes the logical structure of Raven...”
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Bayesian Inference of Time-Varying Origin-Destination Matrices from Boarding/Alighting Counts for Transit Services di Chen, Xiaoxu, Cheng, Zhanhong, Sun, Lijun

Sommario: “... matrix and a temporal matrix, thereby substantially reducing the number of parameters. To further encode...”
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