Résultats de la recherche - coding (algorithm OR algorithmics)

Multiple Weaks Win Single Strong: Large Language Models Ensemble Weak Reinforcement Learning Agents into a Supreme One par Song, Yiwen, Hao, Qianyue, Liao, Qingmin, Yuan, Jian, Li, Yong

Table des matières: “… requiring careful tuning, such as algorithm selection, hyperparameter settings, and even random seed choices…”
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ALLSTaR: Automated LLM-Driven Scheduler Generation and Testing for Intent-Based RAN par Elkael, Maxime, Polese, Michele, Prasad, Reshma, Maxenti, Stefano, Melodia, Tommaso

Table des matières: “… conditions and traffic patterns. Despite the existence of a vast body of scheduling algorithms…”
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Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware par Herec, Jonáš, Růžička, Vít, Pitoňák, Rado

Table des matières: “… by focusing on efficient, low-power algorithms. We test fast target detection methods (ACE, CEM) that have…”
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I2I-PR: Deep Iterative Refinement for Phase Retrieval using Image-to-Image Diffusion Models par Kaya, Mehmet Onurcan, Oktem, Figen S.

Table des matières: “… there are several well-known phase retrieval algorithms, including classical alternating projection-based solvers…”
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Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding par Xiao, Feng, Fan, Jicong

Table des matières: “…. Despite significant advances in large language models (LLMs) and anomaly detection algorithms, the absence…”
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When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework par Wang, Xiao, Zhu, Qian, Wu, Shujuan, Jiang, Bo, Zhang, Shiliang

Table des matières: “… attracted significant attention. Currently, mainstream event-based person ReID algorithms primarily focus…”
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Perspective from a Higher Dimension: Can 3D Geometric Priors Help Visual Floorplan Localization? par Chen, Bolei, Kang, Jiaxu, Yang, Haonan, Zhong, Ping, Wang, Jianxin

Table des matières: “… from a higher dimension by injecting 3D geometric priors into the visual FLoc algorithm. For the 3D…”
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SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions par Taati, Babak, Muzammil, Muhammad, Zarghami, Yasamin, Moturu, Abhishek, Kazerouni, Amirhossein, Reimer, Hailey, Mihailidis, Alex, Hadjistavropoulos, Thomas

Table des matières: “… for measuring and mitigating algorithmic bias. The dataset, code, and trained models is available at https…”
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\(X\)-evolve: Solution space evolution powered by large language models par Zhai, Yi, Wei, Zhiqiang, Li, Ruohan, Pan, Keyu, Liu, Shuo, Zhang, Lu, Ji, Jianmin, Zhang, Wuyang, Zhang, Yu, Zhang, Yanyong

Table des matières: “…While combining large language models (LLMs) with evolutionary algorithms (EAs) shows promise…”
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Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance par Jin, Luozhijie, Qiu, Zijie, Liu, Jie, Diao, Zijie, Qiao, Lifeng, Ding, Ning, Lamb, Alex, Qiu, Xipeng

Table des matières: “…Denoising-based generative models, particularly diffusion and flow matching algorithms, have…”
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Pre-trained knowledge elevates large language models beyond traditional chemical reaction optimizers par MacKnight, Robert, Regio, Jose Emilio, Ethier, Jeffrey G., Baldwin, Luke A., Gomes, Gabe

Table des matières: “…Modern optimization in experimental chemistry employs algorithmic search through black-box…”
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Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment par Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table des matières: “… for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes…”
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Segmentation and Tracking of Eruptive Solar Phenomena with Convolutional Neural Networks par Stepanyuk, Oleg, Kozarev, Kamen

Table des matières: “… detection and tracking algorithms currently in use have restricted applicability and complicated processing…”
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Compact Multi-level-prior Tensor Representation for Hyperspectral Image Super-resolution par Wang, Yinjian, Li, Wei, Gui, Yuanyuan, Vivone, Gemine

Table des matières: “… inspiration from the linearized alternating direction method of multipliers to design an efficient algorithm…”
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Impact of Cosmic Ray Acceleration on the Early Evolution of Bow Shocks around Massive Runaway Stars par Watanabe, Keito, Walch, Stefanie, Rathjen, Tim-Eric, Mackey, Jonathan, Nürnberger, Pierre, Girichidis, Philipp

Table des matières: “… magnetohydrodynamic simulations in the advection-diffusion limit. We use the Eulerian grid-based code FLASH, where…”
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Towards Scaling Deep Neural Networks with Predictive Coding: Theory and Practice par Innocenti, Francesco

Table des matières: “… brain-inspired algorithm called predictive coding (PC). Unlike BP, PC networks (PCNs) perform inference…”
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Multi-Task Surrogate-Assisted Search with Bayesian Competitive Knowledge Transfer for Expensive Optimization par Lu, Yi, Xue, Xiaoming, Zhang, Kai, Zhang, Liming, Chen, Guodong, Cao, Chenming, Liu, Piyang, Tan, Kay Chen

Table des matières: “… method in boosting various SAS algorithms for both multi-task and many-task problems is empirically…”
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TensorRight: Automated Verification of Tensor Graph Rewrites par Arora, Jai, Lu, Sirui, Jain, Devansh, Xu, Tianfan, Houshmand, Farzin, Phothilimthana, Phitchaya Mangpo, Lesani, Mohsen, Narayanan, Praveen, Murthy, Karthik Srinivasa, Bodik, Rastislav, Sabne, Amit, Mendis, Charith

Table des matières: “…Tensor compilers, essential for generating efficient code for deep learning models across various…”
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$\nabla\cdot{B}=0$ versus the Universe par Steinwandel, Ulrich P., Price, Daniel J.

Table des matières: “…We implement the constrained divergence cleaning algorithm of \citet{Tricco2016…”
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Functional Program Synthesis with Higher-Order Functions and Recursion Schemes par Fernandes, Matheus Campos

Table des matières: “…. This text presents 2 novel GP algorithms that synthesize pure, typed, and functional programs: HOTGP…”
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