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

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

Sommario: “...-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 di Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Sommario: “... table (LUT) implementations that directly encode functional mappings, thus minimizing computational...”
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Gradient Free Deep Reinforcement Learning With TabPFN di Schiff, David, Lindenbaum, Ofir, Efroni, Yonathan

Sommario: “...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 di Wu, Yutong, Wang, Yifan, Zhang, Qining, Zhou, Chuan, Ying, Lei

Sommario: “... 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 di Gimbert, Bastien

Sommario: “... 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 di Zhao, Nicholas

Sommario: “...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 di Cruz-Benito, Juan, Faro, Ismael

Sommario: “... 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 di Hwang, Uiwon, Hwang, Jaeho

Sommario: “... 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. di 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

Sommario: “...- 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 di Zahraa A. Mohammed, Khalid Ali Hussein

Sommario: “... 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 di Bei Tian, Gang Xiao, Yu Shen, Xingwei Jiang

Sommario: “... 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 di Wen, Hongzhi, Tang, Wenzhuo, Jin, Wei, Ding, Jiayuan, Liu, Renming, Dai, Xinnan, Shi, Feng, Shang, Lulu, Liu, Hui, Xie, Yuying

Sommario: “...-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 di Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Sommario: “... 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 di Meng, Li, Goodwin, Morten, Yazidi, Anis, Engelstad, Paal

Sommario: “... 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 di Anzalone, Luca, Chhibra, Simranjit Singh, Maier, Benedikt, Chernyavskaya, Nadezda, Pierini, Maurizio

Sommario: “...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 di Paul, Steve, Witter, Jhoel, Chowdhury, Souma

Sommario: “... 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 di Wen, Jingwei, Huang, Zhiguo, Cai, Dunbo, Qian, Ling

Sommario: “... 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 di Hayes, William M., Yax, Nicolas, Palminteri, Stefano

Sommario: “... 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 di Huang, Guojun, An, Jiancheng, Yang, Zhaohui, Gan, Lu, Bennis, Mehdi, Debbah, Mérouane

Sommario: “... 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 di Schneider, Johannes

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