Suchergebnisse - (endedededecoding OR (coding OR decoding)) (algorithm OR Algorithmsssssic)

Towards Universal Computational Aberration Correction in Photographic Cameras: A Comprehensive Benchmark Analysis von Qian, Xiaolong, Jiang, Qi, Gao, Yao, Sun, Lei, Yi, Zhonghua, Yang, Kailun, Van Gool, Luc, Wang, Kaiwei

Inhaltsangabe: “… and evaluations involving 24 image restoration and CAC algorithms, utilizing our newly proposed UniCAC, a large …”
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ARL-Tangram: Unleash the Resource Efficiency in Agentic Reinforcement Learning von Xiao, Bangjun, Zhao, Yihao, Deng, Xiangwei, Yu, Shihua, Xiang, Yuxing, Liu, Huaqiu, Wang, Qiying, Zhao, Liang, Zhang, Hailin, Liu, Xuanzhe, Jin, Xin, Luo, Fuli

Inhaltsangabe: “… for code execution and GPUs for reward models, that exist outside the primary training cluster. Existing …”
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Molecular Identifier Visual Prompt and Verifiable Reinforcement Learning for Chemical Reaction Diagram Parsing von Song, Jiahe, Wang, Chuang, Wang, Yinfan, Zheng, Hao, Nie, Rui, Jiang, Bowen, Wei, Xingjian, Gao, Junyuan, Wang, Yubin, Wang, Bin, Wu, Lijun, Wu, Jiang, Yu, Qian, He, Conghui

Inhaltsangabe: “… reinforcement learning algorithm that leverages verifiable rewards to directly optimize reaction-level metrics …”
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Attack by Unlearning: Unlearning-Induced Adversarial Attacks on Graph Neural Networks von Zhang, Jiahao, Wang, Yilong, Wang, Suhang

Inhaltsangabe: “… experiments across benchmarks and unlearning algorithms demonstrate that small, carefully designed unlearning …”
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Fairness Scheduling for Coded Caching in Multi-AP Wireless Local Area Networks von Akcay, Kagan, Salehi, MohammadJavad, Caire, Giuseppe

Inhaltsangabe: “… Coded caching (CC) exploits cumulative cache memory at user devices and coding to transform unicast …”
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The FreeGSNKE Pulse Design Tool (FPDT): a computational framework for evolutive plasma scenario and control design von Pentland, K., Amorisco, N. C., Ross, A., Cavestany, P., Nunn, T., Agnello, A., Holt, G. K., McArdle, G., Vincent, C., Buchanan, J., Pamela, S. J. P.

Inhaltsangabe: “… different control algorithms tailored to the specific tokamak of interest. Here, we outline the overall …”
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CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery von Qu, Ao, Zheng, Han, Zhou, Zijian, Yan, Yihao, Tang, Yihong, Ong, Shao Yong, Hong, Fenglu, Zhou, Kaichen, Jiang, Chonghe, Kong, Minwei, Zhu, Jiacheng, Jiang, Xuan, Li, Sirui, Wu, Cathy, Low, Bryan Kian Hsiang, Zhao, Jinhua, Liang, Paul Pu

Inhaltsangabe: “… heuristics and hard-coded exploration rules, which limit the autonomy of LLM agents. We present CORAL …”
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GraphWalker: Graph-Guided In-Context Learning for Clinical Reasoning on Electronic Health Records von Fang, Yue, Liao, Weibin, Guo, Yuxin, Gao, Jiaran, Ding, Hongxin, Zhang, Jinyang, Jiang, Xinke, Yang, Zhibang, Zhao, Junfeng, Wang, Yasha, Ma, Liantao

Inhaltsangabe: “… to avoid noisy local optima, and (iii) employs a Lazy Greedy Search with Frontier Expansion algorithm …”
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Broken Quantum: A Systematic Formal Verification Study of Security Vulnerabilities Across the Open-Source Quantum Computing Simulator Ecosystem von Blain, Dominik

Inhaltsangabe: “… algorithm research depends. We present Broken Quantum, the first comprehensive formal security audit …”
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PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems von Malik, Manuj, Zhou, Jianan, Chirra, Shashank Reddy, Cao, Zhiguang

Inhaltsangabe: “… on immediate performance feedback to guide what are essentially black-box code mutations. Our work departs from …”
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Cluster-First Labelling: An Automated Pipeline for Segmentation and Morphological Clustering in Histology Whole Slide Images von Ahmad, Muhammad Haseeb, Rajendran, Sharmila, Young, Damion, Mason, Jon

Inhaltsangabe: “… -tile Hungarian-algorithm matching. Our system achieves a weighted cluster-label alignment accuracy …”
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Automatic Mind Wandering Detection in Educational Settings: A Systematic Review and Multimodal Benchmarking von Bodonhelyi, Anna, Curinier, Augustin, Bühler, Babette, Anders, Gerrit, Rausch, Lisa, Huff, Markus, Trautwein, Ulrich, Ewerth, Ralph, Gerjets, Peter, Kasneci, Enkelejda

Inhaltsangabe: “… environments. Integrating automated detection algorithms enables the deployment of targeted interventions …”
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Multistability and intermingledness in complex high-dimensional data von Datseris, George, Lohmann, Johannes, Hamilton, Oisín, Haqq-Misra, Jacob

Inhaltsangabe: “… that analyses potentially multistable simulation data and decides algorithmically what are the alternative …”
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Robust Optimization for Mitigating Reward Hacking with Correlated Proxies von Liu, Zixuan, Sun, Xiaolin, Zheng, Zizhan

Inhaltsangabe: “… environments show that our algorithms consistently outperform ORPO in worst-case returns, and offer improved …”
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Wave-Based Dispatch for Circuit Cutting in Hybrid HPC--Quantum Systems von García-Raigada, Ricard S., Jorba, Josep, Iserte, Sergio

Inhaltsangabe: “… layers to parse quantum code, a wave-based coordinator that achieves pipeline concurrency via non …”
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CAR-EnKF: A Covariance-Adaptive and Recalibrated Ensemble Kalman Filter Framework von Jiang, Shida, Tao, Shengyu, Liu, Zihe, Moura, Scott

Inhaltsangabe: “… online. The framework is algorithmically general and is specialized here to the stochastic EnKF …”
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NLPOpt-Net: A Learning Method for Nonlinear Optimization with Feasibility Guarantees von Roy, Bimol Nath, Golder, Rahul, Hasan, MM Faruque

Inhaltsangabe: “… the NN predictions further. NLPOpt-Net deploys an inversion-free, modified Chambolle-Pock algorithm …”
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Hitting Time Isomorphism for Multi-Stage Planning with Foundation Policies von Boock, Magnus Victor, Akgül, Abdullah, Çelikok, Mustafa Mert, Kandemir, Melih

Inhaltsangabe: “… Isomorphic Embedding Learning (IEL) as a new goal-agnostic foundation policy learning algorithm that anchors …”
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WiCER: Wiki-memory Compile, Evaluate, Refine Iterative Knowledge Compilation for LLM Wiki Systems von Huerta, Juan M.

Inhaltsangabe: “… algorithm inspired by counterexample-guided abstraction refinement (CEGAR) that closes this gap. WiCER …”
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ReasonEdit: Towards Interpretable Image Editing Evaluation via Reinforcement Learning von Chen, Honghua, Xu, Zitong, Duan, Huiyu, Zhang, Xinyun, Min, Xiongkuo, Zhai, Guangtao

Inhaltsangabe: “… signals derived from RE-Reward and the Group Relative Policy Optimization (GRPO) algorithm to learn …”
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