Suchergebnisse - coding (algorithm OR (algorithmics OR Algorithmssics))

Benchmarking field-level cosmological inference from galaxy redshift surveys von Simon, Hugo, Lanusse, François, de Mattia, Arnaud

Inhaltsangabe: “… the observed galaxy density field. Yet, the scalability and efficiency of sampling algorithms for field-level …”
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An SCMA Receiver for 6G NTN based on Multi-Task Learning von De Filippo, Bruno, Amatetti, Carla, Campana, Riccardo, Guidotti, Alessandro, Vanelli-Coralli, Alessandro

Inhaltsangabe: “… schemes, such as sparse code multiple access (SCMA), can be employed to efficiently move data from edge …”
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AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization von Hedayatian, Saeed, Nikolaidis, Stefanos

Inhaltsangabe: “… Quality-Diversity (QD) algorithms have shown remarkable success in discovering diverse, high …”
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Coding-Enforced Robust Secure Aggregation for Federated Learning Under Unreliable Communication von Weng, Shudi, Ren, Chao, Zhao, Yizhou, Xiao, Ming, Skoglund, Mikael

Inhaltsangabe: “… these challenges, we propose a robust coding-enforced structured secure aggregation method, termed secure …”
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Toward a Trustworthy Optimization Modeling Agent via Verifiable Synthetic Data Generation von Lima, Vinicius, Phan, Dzung T., Kalagnanam, Jayant, Patel, Dhaval, Zhou, Nianjun

Inhaltsangabe: “… language descriptions, mathematical formulations, and solver-executable code. By programmatically …”
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Constrained Decoding of Diffusion LLMs with Context-Free Grammars von Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Inhaltsangabe: “… practical applications of LLMs, such as code completion and structured data extraction, require adherence …”
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The Resurgence of GCG Adversarial Attacks on Large Language Models von Tan, Yuting, Li, Xuying, Li, Zhuo, Shu, Huizhen, Hu, Peikang

Inhaltsangabe: “… Gradient-based adversarial prompting, such as the Greedy Coordinate Gradient (GCG) algorithm, has …”
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Barycentric Coded Distributed Computing with Flexible Recovery Threshold for Collaborative Mobile Edge Computing von Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Inhaltsangabe: “… , it integrates a novel BRI-based gradient coding algorithm accelerating the training process while providing …”
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Near-Real-Time Resource Slicing for QoS Optimization in 5G O-RAN using Deep Reinforcement Learning von Yan, Peihao, Lu, Jie, Zeng, Huacheng, Hou, Y. Thomas

Inhaltsangabe: “… Controller (RIC) of 5G O-RANs. xSlice is an online learning algorithm that adaptively adjusts MAC-layer …”
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OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data von Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Inhaltsangabe: “… resources, offer limited insight into design choices, and lack publicly available code and datasets …”
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Large Language Models as End-to-end Combinatorial Optimization Solvers von Jiang, Xia, Wu, Yaoxin, Li, Minshuo, Cao, Zhiguang, Zhang, Yingqian

Inhaltsangabe: “… and manufacturing, are traditionally solved using problem-specific algorithms requiring significant domain expertise …”
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Geometric Learning of Canonical Parameterizations of $2D$-curves von Ciuclea, Ioana, Longari, Giorgio, Tumpach, Alice Barbara

Inhaltsangabe: “… data augmentation. In order to avoid data augmentation and build more sustainable algorithms, we …”
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WALLABY Pilot Survey: Characterizing Low Rotation Kinematically Modelled Galaxies von Deg, N., Spekkens, K., Arora, N., Dudley, R., White, H., Helias, A., English, J., O'Beirne, T., Kilborn, V., Ferrand, G., Richardson, M. L. A., Catinella, B., Cortese, L., Dénes, H., Elagali, A., For, B. -Q., Lee-Waddell, K., Rhee, J., Shao, L., Shen, A. X., Staveley-Smith, L., Westmeier, T., Wong, O. I.

Inhaltsangabe: “… kinematic modelling codes in the low resolution, low $S/N$, low rotation velocity regime. We find …”
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Degeneracy Cutting: A Local and Efficient Post-Processing for Belief Propagation Decoding of Quantum Low-Density Parity-Check Codes von Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Inhaltsangabe: “… Quantum low-density parity-check (qLDPC) codes are promising for realizing scalable fault-tolerant …”
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AudioNet: Supervised Deep Hashing for Retrieval of Similar Audio Events von Dutta, Sagar, Arora, Vipul

Inhaltsangabe: “… on multiple standard datasets by generating binary hash codes for similar audio events, setting new benchmarks …”
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Liberating Logic in the Age of AI: Going Beyond Programming with Computational Thinking von Schmidt, Douglas C., Runfola, Dan

Inhaltsangabe: “… ? How do we prepare a generation of computational thinkers who need not code every algorithm manually …”
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R3A: Reliable RTL Repair Framework with Multi-Agent Fault Localization and Stochastic Tree-of-Thoughts Patch Generation von Luo, Zizhang, Cui, Fan, Zhou, Kexing, Guo, Runlin, Xia, Mile, Hou, Hongyuan, Liang, Yun

Inhaltsangabe: “… , Large Language Models with the ability to understand code semantics can be explored for RTL repair …”
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Joint Multi-scale Gated Transformer and Prior-guided Convolutional Network for Learned Image Compression von Chen, Zhengxin, He, Xiaohai, Zhang, Tingrong, Xiong, Shuhua, Ren, Chao

Inhaltsangabe: “… traditional image codecs can be largely attributed to their powerful nonlinear transform coding. Convolutional …”
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Atomizer: An LLM-based Collaborative Multi-Agent Framework for Intent-Driven Commit Untangling von Zhu, Kangchen, Tian, Zhiliang, Wang, Shangwen, Leng, Mingyue, Mao, Xiaoguang

Inhaltsangabe: “… changes, and (2) they operate as ``single-pass'' algorithms, lacking a mechanism for the critical …”
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Linear Dynamics in the RLVR Training of Large Language Models von Wang, Tianle, Liu, Jiayu, Wu, Zhongyuan, Jin, Shenghao, Chen, Wei, Xu, Hao, Miao, Ning

Inhaltsangabe: “… regularity: across various model families, RL algorithms, and training configurations, RLVR consistently …”
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