Search Results - (encoding OR decoding) (Algorithmssssicsics OR (algorithm OR (algorithm OR algorithm)))

A Combinatorial Framework for the Pons-Batle Identity: Young Tableaux, Lattice Paths, and Limit Laws by Liu, Hexuan, Wallner, Michael, Yu, Guan-Ru

Table of Contents: “… in both combinatorics and algorithms. A fundamental open problem posed by Pons and Batle asks whether…”
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A distributed resource-adaptive implementation of the widefield radio-interferometric measurement model for scalable image formation by Dabbech, Arwa, Wiaux, Yves

Table of Contents: “…Modern image formation algorithms in radio interferometry rely on repeated applications…”
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Conducting Polymer‐Based Electrochemically Tunable Filters with Spatiotemporal Spectral Tunability by Jia Peng, Haifan Yu, Xi Jiang, Pengxin Xu, Yongfang Li, Haizheng Zhong

Table of Contents: “…. To achieve temporal encoding, an electrochemically tunable filter is developed using a three‐electrode…”
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Amplitude‐Phase Independently Encoding Space‐Division Multiplexed Wireless Communication Using Beamforming Reconfigurable Metasurfaces by Qi Xiong, Zuojun Zhang, Cheng Huang, Mingbo Pu, Jun Luo, Yinghui Guo, Jia Ye, Wei Pan, Xiaoliang Ma, Lianshan Yan, Xiangang Luo

Table of Contents: “… through either amplitude or phase encoding. Here, a space‐division multiplexed wireless communication…”
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Robust Low‐Rank Tensor Recovery Using a Self‐Adaptive Learnable Weighted Tensor Total Variation Method by Fanyin Yang, Bing Zheng, Ruijuan Zhao, Guimin Liu

Table of Contents: “… to simultaneously encode both the low‐rank structure and local smoothness of the tensor, eliminating the need…”
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EvolvED: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models by Vidya Prasad, Hans van Gorp, Christina Humer, Ruud J. G. van Sloun, Anna Vilanova, Nicola Pezzotti

Table of Contents: “… outputs. Central to EvolvED is a novel evolutionary embedding algorithm, explicitly encoding iterations…”
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Interpretable Representations in Explainable AI: From Theory to Practice by Sokol, Kacper, Flach, Peter

Table of Contents: “… systems based on artificial intelligence and machine learning algorithms. They translate the low-level…”
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective by Serrurier, Mathieu, Mamalet, Franck, Fel, Thomas, Béthune, Louis, Boissin, Thibaut

Table of Contents: “… algorithms for evaluating model robustness, explainable AI techniques for generating Saliency Maps…”
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Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content by Chang, Chia-Hsuan, Wang, Lei, Yang, Christopher C.

Table of Contents: “…) HCGC corpus as inputs. Two monolingual word vector spaces are determined using the skip-gram algorithm…”
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Protecting Expressive Circuits with a Quantum Error Detection Code by Self, Chris N., Benedetti, Marcello, Amaro, David

Table of Contents: “…A successful quantum error correction protocol would allow quantum computers to run algorithms…”
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DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks by Yang, Zijiang, Qiu, Zhongwei, Fu, Dongmei

Table of Contents: “… and numerical solutions are widely-used. However, traditional numerical algorithms are computationally expensive…”
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Near-term $n$ to $k$ distillation protocols using graph codes by Goodenough, Kenneth, de Bone, Sébastian, Addala, Vaishnavi L., Krastanov, Stefan, Jansen, Sarah, Gijswijt, Dion, Elkouss, David

Table of Contents: “… gates. Additionally, we develop a black-box circuit optimization algorithm, and find that both…”
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Physics of Language Models: Part 1, Learning Hierarchical Language Structures by Allen-Zhu, Zeyuan, Li, Yuanzhi

Table of Contents: “… passing in a dynamic programming algorithm. This paper also presents several corollaries, including…”
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Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System by Khorrami, Khazar, Blandón, María Andrea Cruz, Virtanen, Tuomas, Räsänen, Okko

Table of Contents: “…Speech representation learning with self-supervised algorithms has resulted in notable performance…”
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Systematic Computation of Braid Generator Matrix in Topological Quantum Computing by Tounsi, Abdellah, Belaloui, Nacer Eddine, Louamri, Mohamed Messaoud, Mimoun, Amani, Benslama, Achour, Rouabah, Mohamed Taha

Table of Contents: “… patterns. Our proposed method addresses this challenge, first in the special case of sparse encoding…”
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EnTri: Ensemble Learning with Tri-level Representations for Explainable Scene Recognition by Aminimehr, Amirhossein, Molaei, Amirali, Cambria, Erik

Table of Contents: “… encoding schemes of differing complexity and leveraging ensemble strategies, our approach aims to improve…”
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A modelling framework for detecting and leveraging node-level information in Bayesian network inference by Xi, Xiaoyue, Ruffieux, Hélène

Table of Contents: “… of node-level information for uncovering the sought-after network structure. We encode such information…”
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Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets by Kia, Hanif, Vali, Mansour, Sabahi, Hadi

Table of Contents: “… as key techniques. We also employed an aware encoding approach to effectively handle missing values…”
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Inverse design of a pyrochlore lattice of DNA origami through model-driven experiments by Liu, Hao, Matthies, Michael, Russo, John, Rovigatti, Lorenzo, Narayanan, Raghu Pradeep, Diep, Thong, McKeen, Daniel, Gang, Oleg, Stephanopoulos, Nicholas, Sciortino, Francesco, Yan, Hao, Romano, Flavio, Šulc, Petr

Table of Contents: “…. An additional challenge that theoretical predictions face is the difficulty to encode the desired inter-particle…”
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FixPix: Fixing Bad Pixels using Deep Learning by Sarkar, Sreetama, Ye, Xinan, Datta, Gourav, Beerel, Peter A.

Table of Contents: “…, even with a few training samples. A computationally light-weight correction algorithm is proposed…”
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