Search Results - encoding ((algorithmssssicsics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

The Proof Analysis Problem by Arteche, Noel, Atserias, Albert, de Rezende, Susanna F., Khaniki, Erfan

Table of Contents: “…-time algorithm that extracts a satisfying assignment for $φ$ given any short Resolution refutation…”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) in Large-Scale Systems by Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Table of Contents: “… table (LUT) implementations that directly encode functional mappings, thus minimizing computational…”
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Gradient Free Deep Reinforcement Learning With TabPFN by Schiff, David, Lindenbaum, Ofir, Efroni, Yonathan

Table of Contents: “…Gradient based optimization is fundamental to most modern deep reinforcement learning algorithms…”
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Early Lung Cancer Diagnosis from Virtual Follow-up LDCT Generation via Correlational Autoencoder and Latent Flow Matching by Wu, Yutong, Wang, Yifan, Zhang, Qining, Zhou, Chuan, Ying, Lei

Table of Contents: “… been increasingly used for early diagnosis of lung cancer, but most existing algorithms focus…”
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SPRITETOMESH: Automatic Mesh Generation for 2D Skeletal Animation Using Learned Segmentation and Contour-Aware Vertex Placement by Gimbert, Bastien

Table of Contents: “… this through a hybrid learned-algorithmic approach. A segmentation network (EfficientNet-B0 encoder with U-Net…”
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Ancilla-Efficient QSAMPLE Preparation for Reversible Markov Chains by Zhao, Nicholas

Table of Contents: “…Preparing quantum samples (QSAMPLES), coherent encodings of stationary distributions of reversible…”
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Qiskit QuantumKatas: Adapting Microsoft's Quantum Computing exercises for LLM evaluation by Cruz-Benito, Juan, Faro, Ismael

Table of Contents: “… fundamental gates through advanced algorithms (Grover's, Simon's, Deutsch-Jozsa), error correction, key…”
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Quantum Tunneling-Aware Machine Learning: Physics-Derived Noise Models for Robust Deployment by Hwang, Uiwon, Hwang, Jaeho

Table of Contents: “… package these three structural properties into a single deployment-time algorithm, Tunneling-Aware…”
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Widespread distribution of bacteria containing PETases with a functional motif across global oceans. by Alam, Intikhab, Marasco, Ramona, Momin, Afaque A, Aalismail, Nojood, Laiolo, Elisa, Martin, Cecilia, Sanz-Sáez, Isabel, Baltá Foix, Begoña, Sá, Elisabet L, Kamau, Allan, Guzmán-Vega, Francisco J, Jamil, Tahira, Acinas, Silvia G, Gasol, Josep M, Gojobori, Takashi, Agusti, Susana, Daffonchio, Daniele, Arold, Stefan T, Duarte, Carlos M

Table of Contents: “…- and function-informed algorithm to computationally distinguish functional polyethylene terephthalate-degrading…”
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PRC6: Hybrid lightweight cipher for enhanced cloud data security in parallel environment by Zahraa A. Mohammed, Khalid Ali Hussein

Table of Contents: “… transmission is crucial. This paper introduce a new hybrid encryption algorithm, the proposed two‐layered PRC6…”
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Optimal Task Allocation and Sequencing for Flight Test Based on a Memetic Algorithm With Lexicographic Optimisation by Bei Tian, Gang Xiao, Yu Shen, Xingwei Jiang

Table of Contents: “… characteristics with the optimisation of the FTD and the TTC in a sequential manner. Then, a memetic algorithm…”
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Single Cells Are Spatial Tokens: Transformers for Spatial Transcriptomic Data Imputation by Wen, Hongzhi, Tang, Wenzhuo, Jin, Wei, Ding, Jiayuan, Liu, Renming, Dai, Xinnan, Shi, Feng, Shang, Lulu, Liu, Hui, Xie, Yuying

Table of Contents: “…-range spatial information. Using multi-head self-attention mechanisms and positional encoding…”
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Reducing the Compilation Time of Quantum Circuits Using Pre-Compilation on the Gate Level by Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Table of Contents: “… algorithm, a predictive encoding scheme is applied to encode a representative problem instance into a…”
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State Representation Learning Using an Unbalanced Atlas by Meng, Li, Goodwin, Morten, Yazidi, Anis, Engelstad, Paal

Table of Contents: “… existing algorithms significantly as the number of target encoding dimensions grows. For instance, the mean…”
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Triggering Dark Showers with Conditional Dual Auto-Encoders by Anzalone, Luca, Chhibra, Simranjit Singh, Maier, Benedikt, Chernyavskaya, Nadezda, Pierini, Maurizio

Table of Contents: “…We present a family of conditional dual auto-encoders (CoDAEs) for generic and model-independent…”
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Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties by Paul, Steve, Witter, Jhoel, Chowdhury, Souma

Table of Contents: “… components of which include: graph capsule conv-nets for encoding vertiport and aircraft-fleet states both…”
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Enhancing the expressivity of quantum neural networks with residual connections by Wen, Jingwei, Huang, Zhiguo, Cai, Dunbo, Qian, Ling

Table of Contents: “… performance. In this work, we propose a quantum circuit-based algorithm to implement quantum residual neural…”
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Large Language Models are Biased Reinforcement Learners by Hayes, William M., Yax, Nicolas, Palminteri, Stefano

Table of Contents: “… by a simple RL algorithm that incorporates relative values at the outcome encoding stage. Lastly, we…”
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Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications by Huang, Guojun, An, Jiancheng, Yang, Zhaohui, Gan, Lu, Bennis, Mehdi, Debbah, Mérouane

Table of Contents: “… EM wave is directly transmitted from the source. The input layer of the SIM performs source encoding…”
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Topic Modeling with Fine-tuning LLMs and Bag of Sentences by Schneider, Johannes

Table of Contents: “… topic models such as LDA. Commonly, pre-trained LLM encoders such as BERT are used out-of-the-box…”
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