Risultati della ricerca - (endededededededededededededecoding OR (coding OR encoding)) (algorithm OR algorithmssssics)

PIONM: A Generalized Approach to Solving Density-Constrained Mean-Field Games Equilibrium under Modified Boundary Conditions di Liu, Jinwei, Yao, Wang, Zhang, Xiao

Sommario: “... boundary conditions. The method encodes boundary conditions as input features and trains the model to align...”
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A Uniform Framework for Handling Position Constraints in String Solving (Technical Report) di Chen, Yu-Fang, Havlena, Vojtěch, Hečko, Michal, Holík, Lukáš, Lengál, Ondřej

Sommario: “... encoding of the constraints to word equations and, instead, reduces the problem to checking conflicts...”
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High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving di Contreras, Kebin, Monroy, Brayan, Bacca, Jorge

Sommario: “... to `reset/wrap' upon reaching saturation level by acquiring an irradiance encoding image which can...”
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Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D di Arnaud, Sergio, McVay, Paul, Martin, Ada, Majumdar, Arjun, Jatavallabhula, Krishna Murthy, Thomas, Phillip, Partsey, Ruslan, Dugas, Daniel, Gejji, Abha, Sax, Alexander, Berges, Vincent-Pierre, Henaff, Mikael, Jain, Ayush, Cao, Ang, Prasad, Ishita, Kalakrishnan, Mrinal, Rabbat, Michael, Ballas, Nicolas, Assran, Mido, Maksymets, Oleksandr, Rajeswaran, Aravind, Meier, Franziska

Sommario: “... and AR devices. Key to our approach is 3D-JEPA, a novel self-supervised learning (SSL) algorithm...”
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TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians di Huang, Letian, Ye, Dongwei, Dan, Jialin, Tao, Chengzhi, Liu, Huiwen, Zhou, Kun, Ren, Bo, Li, Yuanqi, Guo, Yanwen, Guo, Jie

Sommario: “... probes (GaussProbe) to encode both ambient light and nearby contents in a unified framework. Thirdly, a...”
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Quantum oracles for the finite element method di Danz, Sven, Stollenwerk, Tobias, Ciani, Alessandro

Sommario: “...In order to assess potential advantages of quantum algorithms that require quantum oracles...”
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SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property prediction di Liu, Junchi, Tang, Ying, Tretiak, Sergei, Duan, Wenhui, Zhou, Liujiang

Sommario: “.... Our framework employs a self-adaptable encoding algorithm that automatically identifies and adjust...”
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Typical Machine Learning Datasets as Low-Depth Quantum Circuits di Kiwit, Florian J., Jobst, Bernhard, Luckow, Andre, Pollmann, Frank, Riofrío, Carlos A.

Sommario: “... demonstrations of such advantages on practical problems. In particular, the encoding of arbitrary classical data...”
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Stochastic Layer-wise Learning: Scalable and Efficient Alternative to Backpropagation di Yin, Bojian, Corradi, Federico

Sommario: “... algorithm that decomposes the global objective into coordinated layer-local updates while preserving global...”
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Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks di Zheng, Hongye, Xing, Yue, Zhu, Lipeng, Han, Xu, Du, Junliang, Cui, Wanyu

Sommario: “... sequential modeling structure is used to jointly encode entities and relations, preserving the semantic...”
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Holographic geometry/real-space entanglement correspondence and metric reconstruction di Ji, Xuanting, Ju, Xin-Xiang, Sun, Ya-Wen, Wang, Yuan-Tai, Zhou, He-Lin

Sommario: “...In holography, the boundary entanglement structure is believed to be encoded in the bulk geometry...”
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Learning to Program Quantum Measurements for Machine Learning di Chen, Samuel Yen-Chi, Tseng, Huan-Hsin, Lin, Hsin-Yi, Yoo, Shinjae

Sommario: “... interest, driving extensive exploration of quantum machine learning (QML) algorithms to address a wide...”
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When fractional quasi p-norms concentrate di Tyukin, Ivan Y., Grechuk, Bogdan, Mirkes, Evgeny M., Gorban, Alexander N.

Sommario: “... of stable and reliable data analysis algorithms. In this paper, we address the fundamental long-standing...”
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Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training di Xu, Minghao, Song, Jiaze, Wu, Keming, Zhou, Xiangxin, Cui, Bin, Zhang, Wentao

Sommario: “.... We design a multi-scale mask prediction algorithm to endow the model about different levels...”
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An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models di Yu, Po-Chieh

Sommario: “... vocalizations, Phylloscopus trochilus birdsong, and algorithmically generated white noise. All inputs were...”
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Multi-Spectral Gaussian Splatting with Neural Color Representation di Meyer, Lukas, Grün, Josef, Weiherer, Maximilian, Egger, Bernhard, Stamminger, Marc, Franke, Linus

Sommario: “... red, without any algorithmic changes. Unlike existing 3DGS-based frameworks that treat each modality...”
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Onboard Mission Replanning for Adaptive Cooperative Multi-Robot Systems di Kwan, Elim, Qureshi, Rehman, Fletcher, Liam, Laganier, Colin, Nockles, Victoria, Walters, Richard

Sommario: “... communication links to centralised compute. Fast, on-board replanning algorithms are therefore needed to enhance...”
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Guided Graph Compression for Quantum Graph Neural Networks di Casals, Mikel, Belis, Vasilis, Combarro, Elias F., Alarcón, Eduard, Vallecorsa, Sofia, Grossi, Michele

Sommario: “... Computing (QC) offers a promising avenue to address these issues and inspires new algorithmic approaches...”
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Excitation Amplitude Sampling for Low Variance Electronic Structure on Quantum Computers di Lenihan, Connor, Backhouse, Oliver J., Ibrahim, Basil, Montgomery, Tom W. A., Lolur, Phalgun, Bhaseen, M. J., Booth, George H.

Sommario: “... for extracting information from correlated ab initio electronic systems encoded on quantum devices. By proposing...”
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Spiking Neural Networks for SAR Interferometric Phase Unwrapping: A Theoretical Framework for Energy-Efficient Processing di Bara, Marc

Sommario: “... spike encoding schemes specifically designed for wrapped phase data, propose SNN architectures...”
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