Résultats de la recherche - coding (algorithm OR (algorithmics OR algorithmssics))

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

Table des matières: “… 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 par De Filippo, Bruno, Amatetti, Carla, Campana, Riccardo, Guidotti, Alessandro, Vanelli-Coralli, Alessandro

Table des matières: “… 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 par Hedayatian, Saeed, Nikolaidis, Stefanos

Table des matières: “…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 par Weng, Shudi, Ren, Chao, Zhao, Yizhou, Xiao, Ming, Skoglund, Mikael

Table des matières: “… 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 par Lima, Vinicius, Phan, Dzung T., Kalagnanam, Jayant, Patel, Dhaval, Zhou, Nianjun

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

Table des matières: “… 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 par Tan, Yuting, Li, Xuying, Li, Zhuo, Shu, Huizhen, Hu, Peikang

Table des matières: “…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 par Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Table des matières: “…, 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 par Yan, Peihao, Lu, Jie, Zeng, Huacheng, Hou, Y. Thomas

Table des matières: “… 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 par Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Table des matières: “… 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 par Jiang, Xia, Wu, Yaoxin, Li, Minshuo, Cao, Zhiguang, Zhang, Yingqian

Table des matières: “… 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 par Ciuclea, Ioana, Longari, Giorgio, Tumpach, Alice Barbara

Table des matières: “… 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 par 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.

Table des matières: “… 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 par Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Table des matières: “…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 par Dutta, Sagar, Arora, Vipul

Table des matières: “… 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 par Schmidt, Douglas C., Runfola, Dan

Table des matières: “…? 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 par Luo, Zizhang, Cui, Fan, Zhou, Kexing, Guo, Runlin, Xia, Mile, Hou, Hongyuan, Liang, Yun

Table des matières: “…, 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 par Chen, Zhengxin, He, Xiaohai, Zhang, Tingrong, Xiong, Shuhua, Ren, Chao

Table des matières: “… 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 par Zhu, Kangchen, Tian, Zhiliang, Wang, Shangwen, Leng, Mingyue, Mao, Xiaoguang

Table des matières: “… 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 par Wang, Tianle, Liu, Jiayu, Wu, Zhongyuan, Jin, Shenghao, Chen, Wei, Xu, Hao, Miao, Ning

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