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

Actively Inferring Optimal Measurement Sequences di Higham, Catherine F., Henderson, Paul, Murray-Smith, Roderick

Sommario: “... algorithm that uses the low dimensional representational latent space from a variational autoencoder (VAE...”
Testo

Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation di He, Weinan, Wang, Zilei, Zhang, Yixin

Sommario: “..., these centers often result in complex and less robust alignment algorithm. In this paper, based on vision...”
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Photonic processor benchmarking for variational quantum process tomography di Galetsky, Vladlen, Kohl, Paul, Nötzel, Janis

Sommario: “... using an optical processor. This approach leverages classical one-hot encoding and unitary decomposition...”
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Implementing fault-tolerant non-Clifford gates using the [[8,3,2]] color code di Menendez, Daniel Honciuc, Ray, Annie, Vasmer, Michael

Sommario: “... to this problem, whereby quantum information is protected by encoding it into a quantum error-correcting code...”
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Neural Policy Style Transfer di Fernandez-Fernandez, Raul, Victores, Juan G., Gago, Jennifer J., Estevez, David, Balaguer, Carlos

Sommario: “... infrastructure. Each network is trained to maximize the expected reward, which typically encodes the goal...”
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PaTH Attention: Position Encoding via Accumulating Householder Transformations di Yang, Songlin, Shen, Yikang, Wen, Kaiyue, Tan, Shawn, Mishra, Mayank, Ren, Liliang, Panda, Rameswar, Kim, Yoon

Sommario: “... broadly. Since attention by itself is permutation-invariant, position encoding is essential for modeling...”
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Explicit Block Encodings of Discrete Laplacians with Mixed Boundary Conditions di Boutot, Alexandre, Dsouza, Viraj

Sommario: “.... Efficient implementations of such algorithms require efficient block encodings of the discretized operator...”
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Maximizing Information in Neuron Populations for Neuromorphic Spike Encoding di Ferdaoussi, Ahmad El, Plourde, Eric, Rouat, Jean

Sommario: “... instead of time-varying analog stimuli. Therefore, these time-varying stimuli have to be encoded...”
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Personalized PCA: Decoupling Shared and Unique Features di Shi, Naichen, Kontar, Raed Al

Sommario: “... personalized PCA (PerPCA), which uses mutually orthogonal global and local principal components to encode both...”
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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...”
Testo

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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