Résultats de la recherche - encoding Algorithm

Learning to Select MCP Algorithms: From Traditional ML to Dual-Channel GAT-MLP par Li, Xiang, Wang, Shanshan, Xiao, Chenglong

Table des matières: “… GAT-MLP, a dual-channel model that combines a Graph Attention Network (GAT) to encode local graph…”
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Structural Priors and Modular Adapters in the Composable Fine-Tuning Algorithm of Large-Scale Models par Wang, Yuxiao, Wu, Di, Liu, Feng, Qiu, Zhimin, Hu, Chenrui

Table des matières: “… dependencies among tasks, explicitly encoding correlations between nodes and paths into graph structural priors…”
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Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types par Chen, Chi-Yu, Abulibdeh, Rawan, Asgari, Arash, Ordóñez, Sebastián Andrés Cajas, Celi, Leo Anthony, Goode, Deirdre, Hamidi, Hassan, Seyyed-Kalantari, Laleh, McCague, Ned, Sounack, Thomas, Kuo, Po-Chih

Table des matières: “…Artificial intelligence is revealing what medicine never intended to encode. Deep vision models…”
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Optimal Sensor and Actuator Selection for Factored Markov Decision Processes: Complexity, Approximability and Algorithms par Bhargav, Jayanth, Ghasemi, Mahsa, Sundaram, Shreyas

Table des matières: “… the states (and actions) can be factored into a set of state (and action) variables and can be encoded…”
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Resolving the Exploration-Exploitation Dilemma in Evolutionary Algorithms: A Novel Human-Centered Framework par Shams, Ehsan

Table des matières: “…Evolutionary Algorithms (EAs) are widely employed tools for complex search and optimization tasks…”
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Algorithm to extract direction in 2D discrete distributions and a continuous Frobenius norm par Yepez, Jeffrey G., Seligman, Jackson D., Dornfest, Max A. A., Crow, Brian C., Learned, John G., Li, Viacheslav A.

Table des matières: “… the data into a histogram, and encoding it as a square matrix. Rotating this matrix around its geometric…”
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AMR-MoEGA: Antimicrobial Resistance Prediction using Mixture of Experts and Genetic Algorithms par Bagaria, Anshul

Table des matières: “…. This model is embedded as a fitness function within a Genetic Algorithm designed to simulate AMR development…”
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Commutative Encryption and Watermarking Algorithm Based on DNA Dynamic Encryption for High‐Definition Map par Yan Jin, Liming Zhang, Tao Tan, Jianing Xie

Table des matières: “…Commutative Encryption and Watermarking Algorithm Based on DNA Dynamic Encryption for High…”
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RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs? par Sun, Yiyou, Cao, Yuhan, Huang, Pohao, Bai, Haoyue, Hajishirzi, Hannaneh, Dziri, Nouha, Song, Dawn

Table des matières: “… strategies, beyond the sharpened skills encoded in their parameters during pre-training or post-training…”
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Identifying Faults in Power Transformers Based on Machine‐Learning Algorithms Compared With Other Techniques par Osama E. Gouda, Nourhan Ramadan, Matti Lehtonen, Mohamed M. F. Darwish

Table des matières: “…Identifying Faults in Power Transformers Based on Machine‐Learning Algorithms Compared With Other…”
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Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms par Sridharan, Shrihari, Selvam, Surya, Roy, Kaushik, Raghunathan, Anand

Table des matières: “… with minimal encoding overheads (2) A Dynamic Sparse Frame Aggregator merges sparse frames at runtime…”
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Directed Temporal Tree Realization for Periodic Public Transport: Easy and Hard Cases par Meusel, Julia, Müller-Hannemann, Matthias, Reinhardt, Klaus

Table des matières: “… specified maximum duration, encoded in an upper distance matrix $D$. While previous work has considered…”
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CaRBM: A Fixed-Depth Quantum Algorithm with Partial Correction for Thermal State Preparation par Alsheikh, Omar, Kemper, A. F., Rrapaj, Ermal, Rule, Evan J., Toga, Goksu C.

Table des matières: “… on thermal state purification and uses the Restricted Boltzmann Machine (RBM) block-encoding scheme…”
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Quantum Data Encoding and Variational Algorithms: A Framework for Hybrid Quantum Classical Machine Learning par Bose, Bhavna, Verma, Saurav

Table des matières: “… the Classical-Quantum (CQ) paradigm, in which the qubit states of high-dimensional classical data are encoded…”
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Synergizing Multigrid Algorithms with Vision Transformer: A Novel Approach to Enhance the Seismic Foundation Model par Wu, Huiwen, Zhang, Shuo, Liu, Yi, Ye, Hongbin

Table des matières: “… (ADATG) with Hilbert encoding specifically tailored for seismogram data, leveraging the hierarchical…”
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A Grover-Based Quantum Algorithm for Solving Perfect Mazes via Fitness-Guided Search par Wu, Michelle L.

Table des matières: “… structured search problem. Building on Grover's amplitude amplification, the algorithm encodes all candidate…”
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A PyTorch-Enabled Tool for Synthetic Event Camera Data Generation and Algorithm Development par Greene, Joseph L., Kar, Adrish, Galindo, Ignacio, Quiles, Elijah, Chen, Elliott, Anderson, Matthew

Table des matières: “…Event, or neuromorphic cameras, offer a novel encoding of natural scenes by asynchronously…”
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Efficient Maximum Clique Detection via Grover's Algorithm with Real-time Global Size Tracking par Han, Wenmin, Zheng, Shiqi, Chen, Peian, Wang, Yukun

Table des matières: “… an improved algorithm that dynamically tracks the maximum clique size by encoding prior constraints…”
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An Efficient Quantum Approximate Optimization Algorithm with Fixed Linear Ramp Schedule for Truss Structure Optimization par Xiao, Junsen, Sukulthanasorn, Naruethep, Nomura, Reika, Moriguchi, Shuji, Terada, Kenjiro

Table des matières: “… with the finite element method, and the Quantum Approximate Optimization Algorithm (QAOA) is subsequently…”
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On $γ$-Contraction and $β$-Contraction: A Unified Framework for Colour-Preserving Graph Reduction par Onofri, Elia

Table des matières: “… information is encoded in their combinatorial structure. Graph-reduction techniques aim at simplifying graphs…”
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