Suchergebnisse - encoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning von Xia, Wenhan, Qin, Chengwei, Hazan, Elad

Inhaltsangabe: “… variants. LoRA encodes weight update as the product of two low-rank matrices. Despite its advantages, LoRA …”
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Accelerating Material Property Prediction using Generically Complete Isometry Invariants von Balasingham, Jonathan, Zamaraev, Viktor, Kurlin, Vitaliy

Inhaltsangabe: “… first step for any of these algorithms is the representation used for a periodic crystal. While similar …”
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Non-parametric Greedy Optimization of Parametric Quantum Circuits von Phalak, Koustubh, Ghosh, Swaroop

Inhaltsangabe: “… Learning (QML). A QNN consists of three major components: (i) data loading/encoding circuit, (ii …”
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VAPO: Visibility-Aware Keypoint Localization for Efficient 6DoF Object Pose Estimation von Lian, Ruyi, Lin, Yuewei, Latecki, Longin Jan, Ling, Haibin

Inhaltsangabe: “… -of-the-art pose estimation algorithm, along with additional positional encoding. VAPO can work in both CAD …”
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How to discretize continuous state-action spaces in Q-learning: A symbolic control approach von Alaoui, Sadek Belamfedel, Saoud, Adnane

Inhaltsangabe: “… a novel Q-learning technique for symbolic models, the algorithm yields two Q-tables encoding optimal …”
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D-SELD: Dataset-Scalable Exemplar LCA-Decoder von Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Inhaltsangabe: “… of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs …”
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Supervised binary classification of small-scale digit images and weighted graphs with a trapped-ion quantum processor von Zalivako, Ilia V., Gircha, Alexander I., Kiktenko, Evgeniy O., Nikolaeva, Anastasiia S., Drozhzhin, Denis A., Borisenko, Alexander S., Korolkov, Andrei E., Semenin, Nikita V., Galstyan, Kristina P., Kamenskikh, Pavel A., Smirnov, Vasilii N., Aksenov, Mikhail A., Sidorov, Pavel L., Khabarova, Ksenia Yu., Fedorov, Aleksey K., Kolachevsky, Nikolay N., Semerikov, Ilya A.

Inhaltsangabe: “… $^{+}$ ions by performing basic quantum machine learning algorithms. Using a quantum-enhanced support vector …”
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Movie Recommendation with Poster Attention via Multi-modal Transformer Feature Fusion von Xia, Linhan, Yang, Yicheng, Chen, Ziou, Yang, Zheng, Zhu, Shengxin

Inhaltsangabe: “… transformers (GPT), bidirectional encoder representations from transformers (BERT), vision transfomers (ViT …”
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Simultaneous Multi-Slice Diffusion Imaging using Navigator-free Multishot Spiral Acquisition von Jiang, Yuancheng, Li, Guangqi, Shao, Xin, Guo, Hua

Inhaltsangabe: “… encoding was employed to achieve Controlled Aliasing in Parallel Imaging (CAIPI) in MB imaging …”
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Free energy, rates, and mechanism of transmembrane dimerization in lipid bilayers from dynamically unbiased molecular dynamics simulations von Jackel, Emil, Lazzeri, Gianmarco, Covino, Roberto

Inhaltsangabe: “… of transmembrane proteins along a collective variable that should encode all slow degrees of freedom. However …”
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An Empirical Analysis on the Effectiveness of the Variational Quantum Linear Solver von Turati, Gloria, Marruzzo, Alessia, Dacrema, Maurizio Ferrari, Cremonesi, Paolo

Inhaltsangabe: “… problems on near-term quantum devices. Among these algorithms, the Variational Quantum Linear Solver (VQLS …”
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Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series von Obata, Kohei, Kawabata, Koki, Matsubara, Yasuko, Sakurai, Yasushi

Inhaltsangabe: “… -correlation by switching sparse networks. The network encodes conditional independence between features, which …”
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Bonsai: Gradient-free Graph Condensation for Node Classification von Gupta, Mridul, Jain, Samyak, Ramani, Vansh, Kodamana, Hariprasad, Ranu, Sayan

Inhaltsangabe: “… significant shortcomings in current graph condensation techniques. First, the majority of the algorithms …”
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Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet von Deineko, Elija, Kehrt, Carina

Inhaltsangabe: “… VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture …”
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A CSI Feedback Framework based on Transmitting the Important Values and Generating the Others von Du, Zhilin, Liu, Zhenyu, Li, Haozhen, Fan, Shilong, Gu, Xinyu, Zhang, Lin

Inhaltsangabe: “… and contrast, an encoding algorithm to convert these values into a bit stream for transmission using adaptive …”
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Evaluation of Artificial Intelligence Methods for Lead Time Prediction in Non-Cycled Areas of Automotive Production von Hake, Cornelius, Weigele, Jonas, Reichert, Frederik, Friedrich, Christian

Inhaltsangabe: “… encoding. Methods selection focuses on supervised machine learning techniques. In supervised learning …”
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From Restless to Contextual: A Thresholding Bandit Reformulation For Finite-horizon Improvement von Xu, Jiamin, Nazarov, Ivan, Rastogi, Aditya, Periáñez, África, Gan, Kyra

Inhaltsangabe: “… } (RB) algorithms, which stems from the prohibitive sample complexity of learning a full \emph{Markov …”
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Bounded Synthesis of Synchronized Distributed Models from Lightweight Specifications von Castro, Pablo F., Putruele, Luciano, Degiovanni, Renzo, Aguirre, Nazareno

Inhaltsangabe: “… their behavior. We use the Alloy Analyzer to encode the component specifications and enumerate their potential …”
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Addressing pitfalls in implicit unobserved confounding synthesis using explicit block hierarchical ancestral sampling von Sun, Xudong, Markham, Alex, Misra, Pratik, Marr, Carsten

Inhaltsangabe: “… Unbiased data synthesis is crucial for evaluating causal discovery algorithms in the presence …”
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One-bit consensus of controllable linear multi-agent systems with communication noises von An, Ru, Wang, Ying, Zhao, Yanlong, Zhang, Ji-Feng

Inhaltsangabe: “… ) with communication noises. A consensus algorithm consisting of a communication protocol and a consensus controller …”
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