Risultati della ricerca - encoding (algorithm OR (algorithmics OR algorithmssics))

Topic Detection and Tracking with Time-Aware Document Embeddings di Jiang, Hang, Beeferman, Doug, Mao, Weiquan, Roy, Deb

Sommario: “.... In the retrospective setting, we apply clustering algorithms to the time-aware embeddings and show substantial...”
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EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks di Poyatos, Javier, Molina, Daniel, Martinez, Aritz. D., Del Ser, Javier, Herrera, Francisco

Sommario: “... 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 di Hoffman, Samuel C., Das, Payel, Shanmugam, Karthikeyan, Wadhawan, Kahini, Sattigeri, Prasanna

Sommario: “... 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 di Park, Yu Min, Hassan, Sheikh Salman, Tun, Yan Kyaw, Han, Zhu, Hong, Choong Seon

Sommario: “.... 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 di Hashempour, Hamid Reza, Bastami, Hamed, Moradikia, Majid, Zekavat, Seyed A., Behroozi, Hamid, Berardinelli, Gilberto, Swindlehurst, A. Lee

Sommario: “... 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 di Zhan, Wentao, Datta, Abhirup

Sommario: “... 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 di 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.

Sommario: “...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 di Khadivi, Maziyar, Charter, Todd, Yaghoubi, Marjan, Jalayer, Masoud, Ahang, Maryam, Shojaeinasab, Ardeshir, Najjaran, Homayoun

Sommario: “..., 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 di Cregg, Liam, Alajaji, Fady, Yuksel, Serdar

Sommario: “... 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 di Gao, Yang, Xiong, Zhuang, Shan, Shanshan, Liu, Yin, Rong, Pengfei, Li, Min, Wilman, Alan H, Pike, G. Bruce, Liu, Feng, Sun, Hongfu

Sommario: “... 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 di Shi, Chuanji, Zhang, Yingying, Wang, Jiaotuan, Guo, Xin, Zhu, Qiqi

Sommario: “... 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 di Braglia, Giovanni, Tebaldi, Davide, Biagiotti, Luigi

Sommario: “...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 di Lin, Cheng-Ming, Chang, Ching, Wang, Wei-Yao, Wang, Kuang-Da, Peng, Wen-Chih

Sommario: “... 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 di Boisvert, Léo, Verhaeghe, Hélène, Cappart, Quentin

Sommario: “... 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 di Silva, Gabriel San Martín, Droguett, Enrique López

Sommario: “... 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 di Parry, Andrew, MacAvaney, Sean, Ganguly, Debasis

Sommario: “... 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 di Lan, Bangyu, Stramigioli, Stefano, Niu, Kenan

Sommario: “... 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 di Chen, Zhen, Zhang, Zongming, Guo, Wenwu, Luo, Xingjian, Bai, Long, Wu, Jinlin, Ren, Hongliang, Liu, Hongbin

Sommario: “... 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 di Sahami, Sadid, Cheung, Gene, Lin, Chia-Wen

Sommario: “... 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 di Davies, Adam, Khakzar, Ashkan

Sommario: “... their computation graphs and learned parameters, the knowledge encoded by these weights and functions they perform...”
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