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

A Novel Cross-band CSI Prediction Scheme for Multi-band Fingerprint based Localization di Ruihao, Yuan, Kaixuan, Huang, Shunqing, Zhang

Sommario: “... generalized expectation maximization (SAGE) algorithm, then used variational auto-encoder (VAE) to reconstruct...”
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Quantum cellular automata for word statistics facilitated by quantum correlations di Chen, Guanhua, Yao, Yao

Sommario: “...We propose an iterative algorithm to investigate the cooperative evolution dominated by information...”
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Quantum Computational Structure of $SU(N)$ Scattering di McGinnis, Navin

Sommario: “... in terms of quantum algorithms constructed from Linear Combinations of Unitaries and block encoding. ...”
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Network Learning with Directional Sign Patterns di Dong, Anqi, Chen, Can, Georgiou, Tryphon T.

Sommario: “...Complex systems can be effectively modeled via graphs that encode networked interactions, where...”
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Invariant neuromorphic representations of tactile stimuli improve robustness of a real-time texture classification system di Iskarous, Mark M., Chaudhry, Zan, Li, Fangjie, Bello, Samuel, Sankar, Sriramana, Slepyan, Ariel, Chugh, Natasha, Hunt, Christopher L., Greene, Rebecca J., Thakor, Nitish V.

Sommario: “... developed algorithms to create neuron-like (neuromorphic) spiking representations of texture...”
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Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems di Ghalkha, Abdulmomen, Tian, Zhuojun, Issaid, Chaouki Ben, Bennis, Mehdi

Sommario: “... (FL) algorithms typically consider unimodal datasets, require identical model architectures, and fail...”
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Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation di Ding, Kuiyuan, Guo, Caili, Yang, Yang, Du, Zhongtian, Saad, Walid

Sommario: “... differentiable architecture search (KDL-DARTS) algorithm is proposed. This algorithm integrates knowledge...”
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Efficient Quantum State Preparation with Bucket Brigade QRAM di Berti, Alessandro, Ghisoni, Francesco

Sommario: “... algorithms. The cost of this step can significantly limit the realization of quantum advantage in domains...”
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Free Monads, Intrinsic Scoping, and Higher-Order Preunification di Kudasov, Nikolai

Sommario: “...Type checking algorithms and theorem provers rely on unification algorithms. In presence of type...”
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DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching di Wang, Shuzhe, Kannala, Juho, Barath, Daniel

Sommario: “..., existing algorithms often compromise on performance, resulting in a significant deterioration compared...”
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Solving nonlinear differential equations on Quantum Computers: A Fokker-Planck approach di Tennie, Felix, Magri, Luca

Sommario: “..., quantum algorithms for solving nonlinear differential equations need to be developed. Despite recent...”
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RoPE Attention Can Be Trained in Almost Linear Time di Cao, Yang, Huo, Jiayan, Liang, Yingyu, Shi, Zhenmei, Song, Zhao

Sommario: “... architecture, which enables models to capture token relationships when encoding positional information. However...”
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Token-level Ensembling of Models with Different Vocabularies di Wicks, Rachel, Ravisankar, Kartik, Yang, Xinchen, Koehn, Philipp, Post, Matt

Sommario: “... only algorithm that allows for ensembling models with different vocabularies, without the need to learn...”
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Adapt3R: Adaptive 3D Scene Representation for Domain Transfer in Imitation Learning di Wilcox, Albert, Ghanem, Mohamed, Moghani, Masoud, Barroso, Pierre, Joffe, Benjamin, Garg, Animesh

Sommario: “... challenges, we propose Adapt3R, a general-purpose 3D observation encoder which synthesizes data from...”
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pyeb: A Python Implementation of Event-B Refinement Calculus di Cataño, Néstor

Sommario: “... are encoded as Python classes. We implemented PyEB as a PyPI (Python Package Index) library, which is freely...”
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GS-BART: Bayesian Additive Regression Trees with Graph-split Decision Rules di He, Shuren, Sang, Huiyan, Zhou, Quan

Sommario: “... BART for dependent data with graph structures. The proposed approach encodes input feature information...”
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Algorithmic Randomness, Exchangeability, and the Principal Principle di Barrett, Jeffrey A., Chen, Eddy Keming

Sommario: “...We introduce a framework uniting algorithmic randomness with exchangeable credences to address...”
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Parameterized Algorithms for Matching Integer Programs with Additional Rows and Columns di Lassota, Alexandra, Ligthart, Koen

Sommario: “... the following results: (i) a fixed-parameter tractable (FPT) algorithm for ILPs parameterized by the size $p...”
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Neutron-nucleus dynamics simulations for quantum computers di Rethinasamy, Soorya, Guo, Ethan, Wei, Alexander, Wilde, Mark M., Launey, Kristina D.

Sommario: “... structure and reactions modeling, we develop a novel quantum algorithm for neutron-nucleus simulations...”
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Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning: Enabling Cost-Effective LLM Analysis of Repetitive Data di de Campos, Andresa Rodrigues, Lee, David, Kissos, Imry, Paritosh, Piyush

Sommario: “... Models (LLMs). In this paper, we demonstrate that LLMs can learn encoding keys in-context and perform...”
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