Search Results - coding (algorithmics OR ((algorithmsssic OR algorithmsssic) OR (algorithmsssic OR algorithm)))

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

Table of Contents: “… 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 by Elkael, Maxime, Polese, Michele, Prasad, Reshma, Maxenti, Stefano, Melodia, Tommaso

Table of Contents: “… 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 by Herec, Jonáš, Růžička, Vít, Pitoňák, Rado

Table of Contents: “… 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 by Kaya, Mehmet Onurcan, Oktem, Figen S.

Table of Contents: “… 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 by Xiao, Feng, Fan, Jicong

Table of Contents: “…. 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 by Wang, Xiao, Zhu, Qian, Wu, Shujuan, Jiang, Bo, Zhang, Shiliang

Table of Contents: “… 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? by Chen, Bolei, Kang, Jiaxu, Yang, Haonan, Zhong, Ping, Wang, Jianxin

Table of Contents: “… 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 by Taati, Babak, Muzammil, Muhammad, Zarghami, Yasamin, Moturu, Abhishek, Kazerouni, Amirhossein, Reimer, Hailey, Mihailidis, Alex, Hadjistavropoulos, Thomas

Table of Contents: “… 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 by Zhai, Yi, Wei, Zhiqiang, Li, Ruohan, Pan, Keyu, Liu, Shuo, Zhang, Lu, Ji, Jianmin, Zhang, Wuyang, Zhang, Yu, Zhang, Yanyong

Table of Contents: “…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 by Jin, Luozhijie, Qiu, Zijie, Liu, Jie, Diao, Zijie, Qiao, Lifeng, Ding, Ning, Lamb, Alex, Qiu, Xipeng

Table of Contents: “…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 by MacKnight, Robert, Regio, Jose Emilio, Ethier, Jeffrey G., Baldwin, Luke A., Gomes, Gabe

Table of Contents: “…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 by Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table of Contents: “… 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 by Stepanyuk, Oleg, Kozarev, Kamen

Table of Contents: “… 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 by Wang, Yinjian, Li, Wei, Gui, Yuanyuan, Vivone, Gemine

Table of Contents: “… 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 by Watanabe, Keito, Walch, Stefanie, Rathjen, Tim-Eric, Mackey, Jonathan, Nürnberger, Pierre, Girichidis, Philipp

Table of Contents: “… 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 by Innocenti, Francesco

Table of Contents: “… 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 by Lu, Yi, Xue, Xiaoming, Zhang, Kai, Zhang, Liming, Chen, Guodong, Cao, Chenming, Liu, Piyang, Tan, Kay Chen

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

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

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