Search Results - (endededededededededededededededecoding OR (coding OR encoding)) (algorithm OR algorithmics)

FactorHD: A Hyperdimensional Computing Model for Multi-Object Multi-Class Representation and Factorization by Zhou, Yifei, Huang, Xuchu, Ni, Chenyu, Zhou, Min, Yan, Zheyu, Yin, Xunzhao, Zhuo, Cheng

Table of Contents: “… the complex class-subclass relation efficiently. FactorHD features a symbolic encoding method that embeds…”
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LLM-Based Community Surveys for Operational Decision Making in Interconnected Utility Infrastructures by Okeukwu-Ogbonnaya, Adaeze, Amatapu, Rahul, Bergtold, Jason, Amariucai, George

Table of Contents: “… graph (HFG) that encodes the dependencies between functionalities. This graph naturally imposes a…”
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A Collaborative Framework Integrating Large Language Model and Chemical Fragment Space: Mutual Inspiration for Lead Design by Tuo, Hao, Li, Yan, Hu, Xuanning, Zhao, Haishi, Liu, Xueyan, Yang, Bo

Table of Contents: “…Combinatorial optimization algorithm is essential in computer-aided drug design by progressively…”
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Towards Privacy-preserving Photorealistic Self-avatars in Mixed Reality by Wilson, Ethan, Bindschaedler, Vincent, Jörg, Sophie, Sheikholeslam, Sean, Butler, Kevin, Jain, Eakta

Table of Contents: “… appearance by isolating identity within the feature space of identity-encoding generative models. We develop…”
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PnP-DA: Towards Principled Plug-and-Play Integration of Variational Data Assimilation and Generative Models by Qu, Yongquan, Blanke, Matthieu, Shamekh, Sara, Gentine, Pierre

Table of Contents: “…-DA, a Plug-and-Play algorithm that alternates (1) a lightweight, gradient-based analysis update…”
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M3LLM: Model Context Protocol-aided Mixture of Vision Experts For Multimodal LLMs in Networks by Zeng, Yongjie, Du, Hongyang

Table of Contents: “… from poor alignment between the input task and their fixed visual encoding modules, which limits…”
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Rethinking the Sioux Falls Network: Insights from Path-Driven Higher-Order Network Analysis by Zhang, Chen, LaRock, Timothy, Bagabaldo, Alben Rome, Hackl, Jürgen

Table of Contents: “…Benchmark scenarios are widely used in transportation research to evaluate routing algorithms…”
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How Does a Virtual Agent Decide Where to Look? Symbolic Cognitive Reasoning for Embodied Head Rotation by Hwang, Juyeong, Hong, Seong-Eun, Seon, JaeYoung, Kang, Hyeongyeop

Table of Contents: “… behavior remains largely underexplored. While head-rotation prediction algorithms could, in principle…”
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Towards Generalizable Learning Models for EEG-Based Identification of Pain Perception by Rezzouk, Mathis, Gagnon, Fabrice, Champagne, Alyson, Roy, Mathieu, Albouy, Philippe, Coll, Michel-Pierre, Subakan, Cem

Table of Contents: “…EEG-based analysis of pain perception, enhanced by machine learning, reveals how the brain encodes…”
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OPTIC-ER: A Reinforcement Learning Framework for Real-Time Emergency Response and Equitable Resource Allocation in Underserved African Communities by Tonwe, Mary

Table of Contents: “…-Rich State Vector, encoding action sub-optimality, and a Precision Reward Function, which penalizes…”
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Driving Style Recognition Like an Expert Using Semantic Privileged Information from Large Language Models by Chen, Zhaokun, Zhang, Chaopeng, Li, Xiaohan, Wang, Wenshuo, Venture, Gentiane, Xi, Junqiang

Table of Contents: “… results in a fundamental misalignment between algorithmic classifications and expert judgments. To bridge…”
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Renormalizable Graph Embeddings For Multi-Scale Network Reconstruction by Milocco, Riccardo, Jansen, Fabian, Garlaschelli, Diego

Table of Contents: “…In machine learning, graph embedding algorithms seek low-dimensional representations of the input…”
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Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach by Saremi, Sadra, Kordbacheh, Amirhossein Ahmadkhan

Table of Contents: “… by convolution-based patch embedding and then processing these patches through a transformer encoder. Analogously…”
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Directed evolution effectively selects for DNA based physical reservoir computing networks capable of multiple tasks by Pandey, Tanmay, Feketa, Petro, Steinkühler, Jan

Table of Contents: “… configurations. Implementing genetic algorithms to evolve DNA-encoded network connectivity effectively identified…”
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Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV by Zamrai, Muhammad Arif Hakimi, Yusof, Kamaludin Mohd

Table of Contents: “… feature scaling and label encoding techniques, and applying Stratified K-Fold cross-validation to target…”
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SH-SAS: An Implicit Neural Representation for Complex Spherical-Harmonic Scattering Fields for 3D Synthetic Aperture Sonar by Vengurlekar, Omkar Shailendra, Pediredla, Adithya, Jayasuriya, Suren

Table of Contents: “…D SAS reconstruction algorithm, but it does not model directionality and can suffer from sampling…”
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Federated Edge Learning for Predictive Maintenance in 6G Small Cell Networks by Sezgin, Yusuf Emir, Özdem, Mehmet, Bilen, Tuğçe

Table of Contents: “…, without sharing raw data. A threshold-based multi-label encoding scheme enables the detection…”
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Integrated diffractive full-Stokes spectro-polarimetric imaging by Ma, Jingyue, Yu, Zhenming, Li, Zhengyang, Lin, Liang, Cheng, Liming, Di, Jiayu, Zhang, Tongshuo, Zhan, Ning, Xu, Kun

Table of Contents: “… phase-encoding and polarization information. The modulated images are the input of the SPMSA-NET…”
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From Pheromones to Policies: Reinforcement Learning for Engineered Biological Swarms by Vellinger, Aymeric, Antonic, Nemanja, Tuci, Elio

Table of Contents: “… dynamics mathematically mirror cross-learning updates, a fundamental RL algorithm. Experimental validation…”
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Towards Adapting Federated & Quantum Machine Learning for Network Intrusion Detection: A Survey by Chaudhary, Devashish, Rajasegarar, Sutharshan, Pokhrel, Shiva Raj

Table of Contents: “… pioneering exploration of Quantum FL (QFL), discussing quantum feature encoding, quantum machine learning…”
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