Resultados de búsqueda - encoding ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Sampling Continuous Quantum Dynamics from a Single Static State por Gemsheim, Sebastian, Fritzsch, Felix

Tabla de Contenidos: “… aims to overcome this limitation by encoding the full dynamics in a single static quantum state…”
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Soft Graph Transformer for MIMO Detection por Hong, Jiadong, Liu, Lei, Bian, Xinyu, Wang, Wenjie, Zhang, Zhaoyang

Tabla de Contenidos: “… complexity makes it infeasible in large systems, and conventional message-passing algorithms rely…”
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Local-Canonicalization Equivariant Graph Neural Networks for Sample-Efficient and Generalizable Swarm Robot Control por Wang, Keqin, Zhong, Tao, Chang, David, Allen-Blanchette, Christine

Tabla de Contenidos: “… Equivariant Graph Neural Networks (LEGO) framework, which integrates seamlessly with popular MARL algorithms…”
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Marching Neurons: Accurate Surface Extraction for Neural Implicit Shapes por Stippel, Christian, Mujkanovic, Felix, Leimkühler, Thomas, Hermosilla, Pedro

Tabla de Contenidos: “… extraction methods for implicit representations, such as the widely used Marching Cubes algorithm, rely…”
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Learning How to Use Tools, Not Just When: Pattern-Aware Tool-Integrated Reasoning por Xu, Ningning, Jiang, Yuxuan, Dipta, Shubhashis Roy, Zhang, Hengyuan

Tabla de Contenidos: “… computation, and an algorithmic pattern that encodes problems as programs. Misaligned choices often cause…”
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Memory-Efficient 2D/3D Shape Assembly of Robot Swarms por Yue, Shuoyu, Li, Pengpeng, Xu, Yang, Ze, Kunrui, Long, Xingjian, Cao, Huazi, Sun, Guibin

Tabla de Contenidos: “… this limitation, we propose a memory-efficient tree representation that hierarchically encodes user-specified…”
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FourierCSP: Differentiable Constraint Satisfaction Problem Solving by Walsh-Fourier Expansion por Cen, Yunuo, Wang, Zixuan, Zhang, Jintao, Zhang, Zhiwei, Fong, Xuanyao

Tabla de Contenidos: “… multilinear polynomials, thereby avoiding the need for auxiliary variables and memory-intensive encodings. We…”
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Minima and Critical Points of the Bethe Free Energy Are Invariant Under Deformation Retractions of Factor Graphs por Sergeant-Perthuis, Grégoire, Boitel, Léo

Tabla de Contenidos: “… between variables are encoded by a graph, a hypergraph, or, in the most general case, a partially ordered…”
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Superpixel Integrated Grids for Fast Image Segmentation por Roberts, Jack, Neto, Jeova Farias Sales Rocha

Tabla de Contenidos: “… forced deep learning approaches to rely on specialized training algorithms and architectures, undermining…”
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Dual Goal Representations por Park, Seohong, Mann, Deepinder, Levine, Sergey

Tabla de Contenidos: “… other states"; in other words, it encodes a state through its relations to every other state, measured…”
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In-Context Clustering with Large Language Models por Wang, Ying, Ren, Mengye, Wilson, Andrew Gordon

Tabla de Contenidos: “… diverse distributions. Unlike traditional clustering algorithms constrained by predefined similarity…”
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Embodying Physical Computing into Soft Robots por Wang, Jun, Zhou, Ziyang, Kahak, Ardalan, Li, Suyi

Tabla de Contenidos: “… computing presents exciting potential. Physical computing seeks to encode inputs into a mechanical computing…”
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Does TabPFN Understand Causal Structures? por Swelam, Omar, Purucker, Lennart, Robertson, Jake, Raum, Hanne, Boedecker, Joschka, Hutter, Frank

Tabla de Contenidos: “… generated from structural causal models, encodes causal information in its internal representations. We…”
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Phase Estimation with Compressed Controlled Time Evolution por Karacan, Erenay

Tabla de Contenidos: “…Many optimally scaling quantum simulation algorithms employ controlled time evolution…”
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Metric dimension of Cartesian product of stars por Davoodi, Akbar, Jannesari, Mohsen

Tabla de Contenidos: “… the fundamental tradeoff between compact information encoding and unambiguous identification in networked systems…”
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Machine learning for smell: Ordinal odor strength prediction of molecular perfumery components por Fichtelmann, Peter, Westermayr, Julia

Tabla de Contenidos: “… to odorless, low, medium, and high categories. Across several molecular encodings and supervised learning…”
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Spin-1 quantum annealing with anisotropy-controlled intermediate-state pathways por Akbar, M. Haider, Müstecaplıoğlu, Özgür E.

Tabla de Contenidos: “…Quantum annealing offers a promising strategy for solving complex optimization problems by encoding…”
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Transformer Is Inherently a Causal Learner por Wang, Xinyue, Wang, Stephen, Huang, Biwei

Tabla de Contenidos: “…We reveal that transformers trained in an autoregressive manner naturally encode time-delayed…”
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Quantum Error Correction and Detection for Quantum Machine Learning por Adermann, Eromanga, Kang, Haiyue, Sevior, Martin, Usman, Muhammad

Tabla de Contenidos: “… application requires millions of qubits to encode even a simple logical algorithm, rendering it impractical…”
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EGAM: Extended Graph Attention Model for Solving Routing Problems por Wang, Licheng, Yan, Yuzi, Huang, Mingtao, Shen, Yuan

Tabla de Contenidos: “… features. We employ an autoregressive encoder-decoder architecture and train it with policy gradient…”
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