Risultati della ricerca - coding (algorithm OR (algorithmics OR Algorithmsics))

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

Sommario: “... requiring careful tuning, such as algorithm selection, hyperparameter settings, and even random seed choices...”
Testo

ALLSTaR: Automated LLM-Driven Scheduler Generation and Testing for Intent-Based RAN di Elkael, Maxime, Polese, Michele, Prasad, Reshma, Maxenti, Stefano, Melodia, Tommaso

Sommario: “... conditions and traffic patterns. Despite the existence of a vast body of scheduling algorithms...”
Testo

Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware di Herec, Jonáš, Růžička, Vít, Pitoňák, Rado

Sommario: “... by focusing on efficient, low-power algorithms. We test fast target detection methods (ACE, CEM) that have...”
Testo

I2I-PR: Deep Iterative Refinement for Phase Retrieval using Image-to-Image Diffusion Models di Kaya, Mehmet Onurcan, Oktem, Figen S.

Sommario: “... there are several well-known phase retrieval algorithms, including classical alternating projection-based solvers...”
Testo

Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding di Xiao, Feng, Fan, Jicong

Sommario: “.... Despite significant advances in large language models (LLMs) and anomaly detection algorithms, the absence...”
Testo

When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework di Wang, Xiao, Zhu, Qian, Wu, Shujuan, Jiang, Bo, Zhang, Shiliang

Sommario: “... attracted significant attention. Currently, mainstream event-based person ReID algorithms primarily focus...”
Testo

Perspective from a Higher Dimension: Can 3D Geometric Priors Help Visual Floorplan Localization? di Chen, Bolei, Kang, Jiaxu, Yang, Haonan, Zhong, Ping, Wang, Jianxin

Sommario: “... from a higher dimension by injecting 3D geometric priors into the visual FLoc algorithm. For the 3D...”
Testo

SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions di Taati, Babak, Muzammil, Muhammad, Zarghami, Yasamin, Moturu, Abhishek, Kazerouni, Amirhossein, Reimer, Hailey, Mihailidis, Alex, Hadjistavropoulos, Thomas

Sommario: “... for measuring and mitigating algorithmic bias. The dataset, code, and trained models is available at https...”
Testo

\(X\)-evolve: Solution space evolution powered by large language models di Zhai, Yi, Wei, Zhiqiang, Li, Ruohan, Pan, Keyu, Liu, Shuo, Zhang, Lu, Ji, Jianmin, Zhang, Wuyang, Zhang, Yu, Zhang, Yanyong

Sommario: “...While combining large language models (LLMs) with evolutionary algorithms (EAs) shows promise...”
Testo

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance di Jin, Luozhijie, Qiu, Zijie, Liu, Jie, Diao, Zijie, Qiao, Lifeng, Ding, Ning, Lamb, Alex, Qiu, Xipeng

Sommario: “...Denoising-based generative models, particularly diffusion and flow matching algorithms, have...”
Testo

Pre-trained knowledge elevates large language models beyond traditional chemical reaction optimizers di MacKnight, Robert, Regio, Jose Emilio, Ethier, Jeffrey G., Baldwin, Luke A., Gomes, Gabe

Sommario: “...Modern optimization in experimental chemistry employs algorithmic search through black-box...”
Testo

Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment di Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Sommario: “... for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes...”
Testo

Segmentation and Tracking of Eruptive Solar Phenomena with Convolutional Neural Networks di Stepanyuk, Oleg, Kozarev, Kamen

Sommario: “... detection and tracking algorithms currently in use have restricted applicability and complicated processing...”
Testo

Compact Multi-level-prior Tensor Representation for Hyperspectral Image Super-resolution di Wang, Yinjian, Li, Wei, Gui, Yuanyuan, Vivone, Gemine

Sommario: “... inspiration from the linearized alternating direction method of multipliers to design an efficient algorithm...”
Testo

Impact of Cosmic Ray Acceleration on the Early Evolution of Bow Shocks around Massive Runaway Stars di Watanabe, Keito, Walch, Stefanie, Rathjen, Tim-Eric, Mackey, Jonathan, Nürnberger, Pierre, Girichidis, Philipp

Sommario: “... magnetohydrodynamic simulations in the advection-diffusion limit. We use the Eulerian grid-based code FLASH, where...”
Testo

Towards Scaling Deep Neural Networks with Predictive Coding: Theory and Practice di Innocenti, Francesco

Sommario: “... brain-inspired algorithm called predictive coding (PC). Unlike BP, PC networks (PCNs) perform inference...”
Testo

Multi-Task Surrogate-Assisted Search with Bayesian Competitive Knowledge Transfer for Expensive Optimization di Lu, Yi, Xue, Xiaoming, Zhang, Kai, Zhang, Liming, Chen, Guodong, Cao, Chenming, Liu, Piyang, Tan, Kay Chen

Sommario: “... method in boosting various SAS algorithms for both multi-task and many-task problems is empirically...”
Testo

TensorRight: Automated Verification of Tensor Graph Rewrites di 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

Sommario: “...Tensor compilers, essential for generating efficient code for deep learning models across various...”
Testo

$\nabla\cdot{B}=0$ versus the Universe di Steinwandel, Ulrich P., Price, Daniel J.

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

Sommario: “.... This text presents 2 novel GP algorithms that synthesize pure, typed, and functional programs: HOTGP...”
Testo