Search Results - encoding ((algorithmicsicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

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

Table of Contents: “… algorithm that uses the low dimensional representational latent space from a variational autoencoder (VAE…”
Get full text

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

Table of Contents: “…, these centers often result in complex and less robust alignment algorithm. In this paper, based on vision…”
Get full text

Photonic processor benchmarking for variational quantum process tomography by Galetsky, Vladlen, Kohl, Paul, Nötzel, Janis

Table of Contents: “… using an optical processor. This approach leverages classical one-hot encoding and unitary decomposition…”
Get full text

Implementing fault-tolerant non-Clifford gates using the [[8,3,2]] color code by Menendez, Daniel Honciuc, Ray, Annie, Vasmer, Michael

Table of Contents: “… to this problem, whereby quantum information is protected by encoding it into a quantum error-correcting code…”
Get full text

Neural Policy Style Transfer by Fernandez-Fernandez, Raul, Victores, Juan G., Gago, Jennifer J., Estevez, David, Balaguer, Carlos

Table of Contents: “… infrastructure. Each network is trained to maximize the expected reward, which typically encodes the goal…”
Get full text

PaTH Attention: Position Encoding via Accumulating Householder Transformations by Yang, Songlin, Shen, Yikang, Wen, Kaiyue, Tan, Shawn, Mishra, Mayank, Ren, Liliang, Panda, Rameswar, Kim, Yoon

Table of Contents: “… broadly. Since attention by itself is permutation-invariant, position encoding is essential for modeling…”
Get full text

Explicit Block Encodings of Discrete Laplacians with Mixed Boundary Conditions by Boutot, Alexandre, Dsouza, Viraj

Table of Contents: “…. Efficient implementations of such algorithms require efficient block encodings of the discretized operator…”
Get full text

Maximizing Information in Neuron Populations for Neuromorphic Spike Encoding by Ferdaoussi, Ahmad El, Plourde, Eric, Rouat, Jean

Table of Contents: “… instead of time-varying analog stimuli. Therefore, these time-varying stimuli have to be encoded…”
Get full text

Personalized PCA: Decoupling Shared and Unique Features by Shi, Naichen, Kontar, Raed Al

Table of Contents: “… personalized PCA (PerPCA), which uses mutually orthogonal global and local principal components to encode both…”
Get full text

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

Table of Contents: “…, several machine-learning based sleep staging algorithms have been developed , and in particular, deep…”
Get full text

Visual Odometry with Neuromorphic Resonator Networks by Renner, Alpha, Supic, Lazar, Danielescu, Andreea, Indiveri, Giacomo, Frady, E. Paxon, Sommer, Friedrich T., Sandamirskaya, Yulia

Table of Contents: “…, such as inertial sensors or wheel encoders, visual odometry is not compromised by drift. However, image-based VO…”
Get full text

Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data by Ding, Rui, Ye, Juntian, Gao, Qifeng, Xu, Feihu, Duan, Yuping

Table of Contents: “… the data measured in the line-of-sight, which uses photon time-of-flight information encoded in light after…”
Get full text

Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches by Teoh, Yun Xin, Othmani, Alice, Goh, Siew Li, Usman, Juliana, Lai, Khin Wee

Table of Contents: “… related to distinct pain conditions. Furthermore, six semantic segmentation algorithms are assessed…”
Get full text

Multivariate trace estimation using quantum state space linear algebra by Yosef, Liron Mor, Ubaru, Shashanka, Horesh, Lior, Avron, Haim

Table of Contents: “…In this paper, we present a quantum algorithm for approximating multivariate traces, i.e…”
Get full text

Full Band Structure Calculation of Semiconducting Materials on a Noisy Quantum Processor by Zhang, Shaobo, Karim, Akib, Quiney, Harry M., Usman, Muhammad

Table of Contents: “… are controllable on quantum computers. Fermionic degrees of freedom can be encoded efficiently onto qubits…”
Get full text

Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior by Navarro, Madeline, Rey, Samuel, Buciulea, Andrei, Marques, Antonio G., Segarra, Santiago

Table of Contents: “…. Such discrimination is known to be exacerbated when data is equipped with pairwise relationships encoded in a graph…”
Get full text

Sparsifying dimensionality reduction of PDE solution data with Bregman learning by Heeringa, Tjeerd Jan, Brune, Christoph, Guo, Mengwu

Table of Contents: “… to suboptimal latent dimensionality. To overcome these, we propose a multistep algorithm that induces sparsity…”
Get full text

Spectral structure learning for clinical time series by Lerner, Ivan, Burgun, Anita, Bach, Francis

Table of Contents: “…We develop and evaluate a structure learning algorithm for clinical time series. Clinical time…”
Get full text

Reducing quantum resources for observable estimation with window-assisted coherent QPE by Apel, Harriet, Cortes, Cristian L., Lemieux, Jessica, Steudtner, Mark

Table of Contents: “… coherent QPE used as a subroutine can improve the accuracy of the overall algorithm. Specifically we study…”
Get full text

Robust quantum computational advantage with programmable 3050-photon Gaussian boson sampling by 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

Table of Contents: “…) in the presence of unavoidable noise and the dynamic competition with classical algorithm improvements…”
Get full text