Suchergebnisse - coding (algorithm OR (algorithmics OR (algorithmicsicsics OR algorithmssssics)))

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

Inhaltsangabe: “… requiring careful tuning, such as algorithm selection, hyperparameter settings, and even random seed choices …”
Volltext

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

Inhaltsangabe: “… conditions and traffic patterns. Despite the existence of a vast body of scheduling algorithms …”
Volltext

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

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

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

Inhaltsangabe: “… there are several well-known phase retrieval algorithms, including classical alternating projection-based solvers …”
Volltext

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

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

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

Inhaltsangabe: “… attracted significant attention. Currently, mainstream event-based person ReID algorithms primarily focus …”
Volltext

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

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

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

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

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

Inhaltsangabe: “… While combining large language models (LLMs) with evolutionary algorithms (EAs) shows promise …”
Volltext

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

Inhaltsangabe: “… Denoising-based generative models, particularly diffusion and flow matching algorithms, have …”
Volltext

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

Inhaltsangabe: “… Modern optimization in experimental chemistry employs algorithmic search through black-box …”
Volltext

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

Inhaltsangabe: “… for algorithm design, making them unsuitable for time-sensitive disaster scenarios. This study proposes …”
Volltext

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

Inhaltsangabe: “… detection and tracking algorithms currently in use have restricted applicability and complicated processing …”
Volltext

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

Inhaltsangabe: “… inspiration from the linearized alternating direction method of multipliers to design an efficient algorithm …”
Volltext

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

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

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

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

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

Inhaltsangabe: “… method in boosting various SAS algorithms for both multi-task and many-task problems is empirically …”
Volltext

TensorRight: Automated Verification of Tensor Graph Rewrites von 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

Inhaltsangabe: “… Tensor compilers, essential for generating efficient code for deep learning models across various …”
Volltext

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

Inhaltsangabe: “… We implement the constrained divergence cleaning algorithm of \citet{Tricco2016 …”
Volltext

Functional Program Synthesis with Higher-Order Functions and Recursion Schemes von Fernandes, Matheus Campos

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