Suchergebnisse - encoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmssics))

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

Inhaltsangabe: “… algorithm that uses the low dimensional representational latent space from a variational autoencoder (VAE …”
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Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation von He, Weinan, Wang, Zilei, Zhang, Yixin

Inhaltsangabe: “… , 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 von Galetsky, Vladlen, Kohl, Paul, Nötzel, Janis

Inhaltsangabe: “… 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 von Menendez, Daniel Honciuc, Ray, Annie, Vasmer, Michael

Inhaltsangabe: “… 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 von Fernandez-Fernandez, Raul, Victores, Juan G., Gago, Jennifer J., Estevez, David, Balaguer, Carlos

Inhaltsangabe: “… 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 von Yang, Songlin, Shen, Yikang, Wen, Kaiyue, Tan, Shawn, Mishra, Mayank, Ren, Liliang, Panda, Rameswar, Kim, Yoon

Inhaltsangabe: “… 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 von Boutot, Alexandre, Dsouza, Viraj

Inhaltsangabe: “… . 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 von Ferdaoussi, Ahmad El, Plourde, Eric, Rouat, Jean

Inhaltsangabe: “… 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 von Shi, Naichen, Kontar, Raed Al

Inhaltsangabe: “… 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 von Pradeepkumar, Jathurshan, Anandakumar, Mithunjha, Kugathasan, Vinith, Suntharalingham, Dhinesh, Kappel, Simon L., De Silva, Anjula C., Edussooriya, Chamira U. S.

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

Inhaltsangabe: “… , 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 von Ding, Rui, Ye, Juntian, Gao, Qifeng, Xu, Feihu, Duan, Yuping

Inhaltsangabe: “… 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 von Teoh, Yun Xin, Othmani, Alice, Goh, Siew Li, Usman, Juliana, Lai, Khin Wee

Inhaltsangabe: “… 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 von Yosef, Liron Mor, Ubaru, Shashanka, Horesh, Lior, Avron, Haim

Inhaltsangabe: “… 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 von Zhang, Shaobo, Karim, Akib, Quiney, Harry M., Usman, Muhammad

Inhaltsangabe: “… 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 von Navarro, Madeline, Rey, Samuel, Buciulea, Andrei, Marques, Antonio G., Segarra, Santiago

Inhaltsangabe: “… . 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 von Heeringa, Tjeerd Jan, Brune, Christoph, Guo, Mengwu

Inhaltsangabe: “… 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 von Lerner, Ivan, Burgun, Anita, Bach, Francis

Inhaltsangabe: “… 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 von Apel, Harriet, Cortes, Cristian L., Lemieux, Jessica, Steudtner, Mark

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… ) in the presence of unavoidable noise and the dynamic competition with classical algorithm improvements …”
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