Risultati della ricerca - encoding (algorithm OR algorithmics)

Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers di Pradeepkumar, Jathurshan, Anandakumar, Mithunjha, Kugathasan, Vinith, Suntharalingham, Dhinesh, Kappel, Simon L., De Silva, Anjula C., Edussooriya, Chamira U. S.

Sommario: “..., several machine-learning based sleep staging algorithms have been developed , and in particular, deep...”
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Visual Odometry with Neuromorphic Resonator Networks di Renner, Alpha, Supic, Lazar, Danielescu, Andreea, Indiveri, Giacomo, Frady, E. Paxon, Sommer, Friedrich T., Sandamirskaya, Yulia

Sommario: “..., such as inertial sensors or wheel encoders, visual odometry is not compromised by drift. However, image-based VO...”
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Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data di Ding, Rui, Ye, Juntian, Gao, Qifeng, Xu, Feihu, Duan, Yuping

Sommario: “... the data measured in the line-of-sight, which uses photon time-of-flight information encoded in light after...”
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Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches di Teoh, Yun Xin, Othmani, Alice, Goh, Siew Li, Usman, Juliana, Lai, Khin Wee

Sommario: “... related to distinct pain conditions. Furthermore, six semantic segmentation algorithms are assessed...”
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Multivariate trace estimation using quantum state space linear algebra di Yosef, Liron Mor, Ubaru, Shashanka, Horesh, Lior, Avron, Haim

Sommario: “...In this paper, we present a quantum algorithm for approximating multivariate traces, i.e...”
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Full Band Structure Calculation of Semiconducting Materials on a Noisy Quantum Processor di Zhang, Shaobo, Karim, Akib, Quiney, Harry M., Usman, Muhammad

Sommario: “... are controllable on quantum computers. Fermionic degrees of freedom can be encoded efficiently onto qubits...”
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Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior di Navarro, Madeline, Rey, Samuel, Buciulea, Andrei, Marques, Antonio G., Segarra, Santiago

Sommario: “.... Such discrimination is known to be exacerbated when data is equipped with pairwise relationships encoded in a graph...”
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Sparsifying dimensionality reduction of PDE solution data with Bregman learning di Heeringa, Tjeerd Jan, Brune, Christoph, Guo, Mengwu

Sommario: “... to suboptimal latent dimensionality. To overcome these, we propose a multistep algorithm that induces sparsity...”
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Spectral structure learning for clinical time series di Lerner, Ivan, Burgun, Anita, Bach, Francis

Sommario: “...We develop and evaluate a structure learning algorithm for clinical time series. Clinical time...”
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Reducing quantum resources for observable estimation with window-assisted coherent QPE di Apel, Harriet, Cortes, Cristian L., Lemieux, Jessica, Steudtner, Mark

Sommario: “... coherent QPE used as a subroutine can improve the accuracy of the overall algorithm. Specifically we study...”
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Robust quantum computational advantage with programmable 3050-photon Gaussian boson sampling di Liu, Hua-Liang, Su, Hao, Gong, Si-Qiu, Gu, Yi-Chao, Tang, Hao-Yang, Jia, Meng-Hao, Wei, Qian, Song, Yukun, Wang, Dongzhou, Zheng, Mingyang, Chen, Faxi, Li, Libo, Ren, Siyu, Zhu, Xuezhi, Wang, Meihong, Chen, Yaojian, Liu, Yanfei, Song, Longsheng, Yang, Pengyu, Chen, Junshi, An, Hong, Zhang, Lei, Gan, Lin, Yang, Guangwen, Xu, Jia-Min, He, Yu-Ming, Wang, Hui, Zhong, Han-Sen, Chen, Ming-Cheng, Jiang, Xiao, Li, Li, Liu, Nai-Le, Deng, Yu-Hao, Su, Xiao-Long, Zhang, Qiang, Lu, Chao-Yang, Pan, Jian-Wei

Sommario: “...) in the presence of unavoidable noise and the dynamic competition with classical algorithm improvements...”
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Multi-objective task allocation for electric harvesting robots: a hierarchical route reconstruction approach di Chen, Peng, Liang, Jing, Song, Hui, Qiao, Kang-Jia, Yue, Cai-Tong, Yu, Kun-Jie, Suganthan, Ponnuthurai Nagaratnam, Pedrycz, Witold

Sommario: “... reconstruction algorithm (HRRA) that integrates several innovative mechanisms, including a hierarchical encoding...”
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Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models di Layden, David, Sweke, Ryan, Havlíček, Vojtěch, Chowdhury, Anirban, Neklyudov, Kirill

Sommario: “... give a quantum algorithm for preparing coherent encodings (a.k.a., qsamples) for a vast family...”
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Fooling Algorithms in Non-Stationary Bandits using Belief Inertia di Mendelson, Gal, Tadmor, Eyal

Sommario: “... captures how an algorithm's empirical beliefs, encoded through historical reward averages, create momentum...”
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BlockSets: A Structured Visualization for Sets with Large Elements di Novakova, Neda, Todorov, Veselin, Broek, Steven van den, Dwyer, Tim, Speckmann, Bettina

Sommario: “... an algorithm that splits the visualization into parts when needed; our visual encoding highlights the parts...”
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Obstruction theory and the complexity of counting group homomorphisms di Samperton, Eric, Weiß, Armin

Sommario: “..., then there is a polynomial time algorithm to compute the number of homomorphisms from $Γ$ to $G$. This algorithm...”
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Reverberation-Robust Localization of Speakers Using Distinct Speech Onsets and Multi-channel Cross-Correlations di Lin, Shoufeng

Sommario: “... proposes two algorithms for localizing speakers using microphone array recordings of reverberated sounds...”
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Can Optimized Genetic Algorithms Improve the Effectiveness of Homestay Recommendation Systems in Smart Villages? A Case of Thailand di Pannee Suanpang, Pitchaya Jamjuntr, Arunee Lertkornkitja, Chompunuch Jittithavorn

Sommario: “... to optimize genetic algorithms (GAs) for homestay recommendation systems, specifically designed for smart...”
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Quantum Algorithm for Smoothed Particle Hydrodynamics di Au-Yeung, Rhonda, Williams, Anthony J., Kendon, Viv M., Lind, Steven J.

Sommario: “...We present a quantum computing algorithm for the smoothed particle hydrodynamics (SPH) method. We...”
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The music box operad: Random generation of musical phrases from patterns di Giraudo, Samuele

Sommario: “... phrases. The interest of this approach in encoding musical phrases lies in the fact that it becomes...”
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