Résultats de la recherche - encoding (algorithmics OR (algorithm OR (Algorithmssssics OR (algorithm OR algorithm))))

EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks par Poyatos, Javier, Molina, Daniel, Martinez, Aritz. D., Del Ser, Javier, Herrera, Francisco

Table des matières: “… algorithm. Depending on its solution encoding strategy, our proposed model can either perform optimized…”
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Attribute Graphs Underlying Molecular Generative Models: Path to Learning with Limited Data par Hoffman, Samuel C., Das, Payel, Shanmugam, Karthikeyan, Wadhawan, Kahini, Sattigeri, Prasanna

Table des matières: “… representations encoded by such models are very important problems in un-/self-supervised learning. In this work…”
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Joint Trajectory and Resource Optimization of MEC-Assisted UAVs in Sub-THz Networks: A Resources-based Multi-Agent Proximal Policy Optimization DRL with Attention Mechanism par Park, Yu Min, Hassan, Sheikh Salman, Tun, Yan Kyaw, Han, Zhu, Hong, Choong Seon

Table des matières: “…. To solve the second subproblem, we design a RMAPPO DRL algorithm with an attention mechanism…”
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Secure SWIPT in the Multiuser STAR-RIS Aided MISO Rate Splitting Downlink par Hashempour, Hamid Reza, Bastami, Hamed, Moradikia, Majid, Zekavat, Seyed A., Behroozi, Hamid, Berardinelli, Gilberto, Swindlehurst, A. Lee

Table des matières: “… and private parts. The former is encoded into a common stream that can be decoded by all IRs, while…”
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Neural networks for geospatial data par Zhan, Wentao, Datta, Abhirup

Table des matières: “… specified as a linear regression on the covariates, and a covariance model, encoding the spatial dependence…”
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Encoding a magic state with beyond break-even fidelity par Gupta, Riddhi S., Sundaresan, Neereja, Alexander, Thomas, Wood, Christopher J., Merkel, Seth T., Healy, Michael B., Hillenbrand, Marius, Jochym-O'Connor, Tomas, Wootton, James R., Yoder, Theodore J., Cross, Andrew W., Takita, Maika, Brown, Benjamin J.

Table des matières: “…To run large-scale algorithms on a quantum computer, error-correcting codes must be able to perform…”
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Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions par Khadivi, Maziyar, Charter, Todd, Yaghoubi, Marjan, Jalayer, Masoud, Ahang, Maryam, Shojaeinasab, Ardeshir, Najjaran, Homayoun

Table des matières: “…, encoder-decoder architectures, graph neural networks, and metaheuristic algorithms. Our review concludes…”
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Sliding Window Codes: Near-Optimality and Q-Learning for Zero-Delay Coding par Cregg, Liam, Alajaji, Fady, Yuksel, Serdar

Table des matières: “… used to show the optimality of certain classes of encoder policies in prior work, but their computation…”
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Plug-and-Play Latent Feature Editing for Orientation-Adaptive Quantitative Susceptibility Mapping Neural Networks par Gao, Yang, Xiong, Zhuang, Shan, Shanshan, Liu, Yin, Rong, Pengfei, Li, Min, Wilman, Alan H, Pike, G. Bruce, Liu, Feng, Sun, Hongfu

Table des matières: “… magnetic susceptibility distribution from MRI phase measurements. Deep learning (DL) algorithms hold great…”
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Multimodal Urban Areas of Interest Generation via Remote Sensing Imagery and Geographical Prior par Shi, Chuanji, Zhang, Yingying, Wang, Jiaotuan, Guo, Xin, Zhu, Qiqi

Table des matières: “… that segments road networks at various levels, our approach diverges from semantic segmentation algorithms…”
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Phase-Independent Dynamic Movement Primitives With Applications to Human-Robot Co-manipulation and Time Optimal Planning par Braglia, Giovanni, Tebaldi, Davide, Biagiotti, Luigi

Table des matières: “…Dynamic Movement Primitives (DMP) are an established and efficient method for encoding robotic…”
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Root Cause Analysis In Microservice Using Neural Granger Causal Discovery par Lin, Cheng-Ming, Chang, Ching, Wang, Wei-Yao, Wang, Kuang-Da, Peng, Wen-Chih

Table des matières: “… malfunctions. Previous research employed structured learning methods (e.g., PC-algorithm) to establish causal…”
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Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches par Boisvert, Léo, Verhaeghe, Hélène, Cappart, Quentin

Table des matières: “… algorithms. In both scenarios, the challenge lies in encoding the targeted combinatorial problems into a…”
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Quantum Fault Trees and Minimal Cut Sets Identification par Silva, Gabriel San Martín, Droguett, Enrique López

Table des matières: “… proposes a novel algorithm to encode a fault tree into a quantum computer and to perform the identification…”
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Top-Down Partitioning for Efficient List-Wise Ranking par Parry, Andrew, MacAvaney, Sean, Ganguly, Debasis

Table des matières: “… and information retrieval. Unlike previous encoder-based approaches, the enlarged context window…”
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Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals par Lan, Bangyu, Stramigioli, Stefano, Niu, Kenan

Table des matières: “… inability to directly measure joint angles requires complex algorithms for kinematic estimation. To address…”
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ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding par Chen, Zhen, Zhang, Zongming, Guo, Wenwu, Luo, Xingjian, Bai, Long, Wu, Jinlin, Ren, Hongliang, Liu, Hongbin

Table des matières: “… surgical safety. Existing algorithms directly detected all instruments of pre-defined categories…”
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Graph Unfolding and Sampling for Transitory Video Summarization via Gershgorin Disc Alignment par Sahami, Sadid, Cheung, Gene, Lin, Chia-Wen

Table des matières: “… the similarity between two frames within $M$ time instants is encoded as a positive edge based on feature…”
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The Cognitive Revolution in Interpretability: From Explaining Behavior to Interpreting Representations and Algorithms par Davies, Adam, Khakzar, Ashkan

Table des matières: “… their computation graphs and learned parameters, the knowledge encoded by these weights and functions they perform…”
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BBS: Bi-directional Bit-level Sparsity for Deep Learning Acceleration par Chen, Yuzong, Meng, Jian, Seo, Jae-sun, Abdelfattah, Mohamed S.

Table des matières: “… of bitlevel sparsity through a novel algorithmic bit-pruning, averaging, and compression method, and a co…”
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