Resultados de búsqueda - (decoding OR encoding) (algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Deep Neural Crossover por Shem-Tov, Eliad, Elyasaf, Achiya

Tabla de Contenidos: “… genes, DNC leverages the capabilities of deep reinforcement learning (DRL) and an encoder-decoder…”
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Knowledge Fusion By Evolving Weights of Language Models por Du, Guodong, Li, Jing, Liu, Hanting, Jiang, Runhua, Yu, Shuyang, Guo, Yifei, Goh, Sim Kuan, Tang, Ho-Kin

Tabla de Contenidos: “… on mainstream language models (i.e., encoder-only, decoder-only, encoder-decoder) reveal that Evolver…”
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URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction por Song, Jie, Sun, Yue, Cai, Ziyun, Xiao, Liang, Huang, Yawen, Zheng, Yefeng

Tabla de Contenidos: “… and irregular shapes, as well as the diverse context, which often leads traditional encoding-decoding methods…”
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Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment por Favero, Lucile, Pérez-Ortiz, Juan Antonio, Käser, Tanja, Oliver, Nuria

Tabla de Contenidos: “…. While current methods often use encoder or encoder-decoder deep learning architectures, decoder-only…”
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A Study of Large Language Models for Patient Information Extraction: Model Architecture, Fine-Tuning Strategy, and Multi-task Instruction Tuning por Peng, Cheng, Dong, Xinyu, Lyu, Mengxian, Paredes, Daniel, Zhang, Yaoyun, Wu, Yonghui

Tabla de Contenidos: “…, including: (1) encoder-only or decoder-only LLMs, (2) prompt-based parameter-efficient fine-tuning (PEFT…”
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Tight Verification of Probabilistic Robustness in Bayesian Neural Networks por Batten, Ben, Hosseini, Mehran, Lomuscio, Alessio

Tabla de Contenidos: “… encoding the weights. Our algorithms efficiently and effectively search the parameters' space for safe…”
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Unitary Quantum Algorithm for the Lattice-Boltzmann Method por Wawrzyniak, David, Winter, Josef, Schmidt, Steffen, Indinger, Thomas, Schramm, Uwe, Janßen, Christian, Adams, Nikolaus A.

Tabla de Contenidos: “…We present a quantum algorithm for computational fluid dynamics based on the Lattice-Boltzmann…”
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Safe exploration in reproducing kernel Hilbert spaces por Tokmak, Abdullah, Krishnan, Kiran G., Schön, Thomas B., Baumann, Dominik

Tabla de Contenidos: “… systems in unknown environments. However, most algorithms make a smoothness assumption, which is encoded…”
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Optimal quantum sampling on distributed databases por Chen, Longyun, Liu, Jingcheng, Yao, Penghui

Tabla de Contenidos: “…Quantum sampling, a fundamental subroutine in numerous quantum algorithms, involves encoding a…”
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Synthesizing Invariants for Polynomial Programs by Semidefinite Programming por Wu, Hao, Wang, Qiuye, Xue, Bai, Zhan, Naijun, Zhi, Lihong, Yang, Zhihong

Tabla de Contenidos: “… and encodes the (inductive) invariant conditions into constraints. The problem of characterizing the set…”
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Predicting Fairness of ML Software Configurations por Herrera, Salvador Robles, Monjezi, Verya, Kreinovich, Vladik, Trivedi, Ashutosh, Tizpaz-Niari, Saeid

Tabla de Contenidos: “… fairness is important. Rather than explicitly encoding decision logic via control and data structures…”
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Quantum Hamiltonian Algorithms for Maximum Independent Sets por Zhao, Xianjue, Ge, Peiyun, Yu, Hongye, You, Li, Wilczek, Frank, Wu, Biao

Tabla de Contenidos: “…With qubits encoded into atomic ground and Rydberg states and situated on the vertexes of a graph…”
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Spoken Word2Vec: Learning Skipgram Embeddings from Speech por Sayeed, Mohammad Amaan, Aldarmaki, Hanan

Tabla de Contenidos: “… shallow skipgram-like algorithms fail to encode distributional semantics when the input units…”
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Topological degree as a discrete diagnostic for disentanglement, with applications to the $Δ$VAE por Ravelonanosy, Mahefa Ratsisetraina, Menkovski, Vlado, Portegies, Jacobus W.

Tabla de Contenidos: “… of the encoder, which is a map from the data manifold to the latent space. By using tools from homology theory…”
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Exploring the unleaved tree of numerical semigroups up to a given genus por Bras-Amorós, Maria

Tabla de Contenidos: “…We present a new algorithm to explore or count the numerical semigroups of a given genus which uses…”
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Design Space Exploration at Frame-Level for Joint Decoding Energy and Quality Optimization in VVC por Stürzenhofäcker, Teresa, Kränzler, Matthias, Herglotz, Christian, Kaup, André

Tabla de Contenidos: “…In the pursuit of a reduced energy demand of VVC decoders, it was found that the coding tool…”
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Decomposition of Sparse Amplitude Permutation Gates with Application to Preparation of Sparse Clustered Quantum States por Gaidai, Igor, Herrman, Rebekah

Tabla de Contenidos: “…In this work we consider a novel heuristic decomposition algorithm for $n$-qubit gates…”
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Finite-Sample Bounds for Adaptive Inverse Reinforcement Learning using Passive Langevin Dynamics por Snow, Luke, Krishnamurthy, Vikram

Tabla de Contenidos: “… algorithm sample measure and the stationary measure encoding the cost function, and provide guarantees for a…”
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Robust Clustering on High-Dimensional Data with Stochastic Quantization por Kozyriev, Anton, Norkin, Vladimir

Tabla de Contenidos: “…This paper addresses the limitations of conventional vector quantization algorithms, particularly K…”
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A Monadic Calculus with Episodic Flows por Henning, Sotirios

Tabla de Contenidos: “…, collection, and inspection. We show how actions can be used for decision-making algorithms from simple axioms…”
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