Search Results - coding (Algorithmssssssics OR (algorithm OR (algorithm OR algorithmicsics)))

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

Table of Contents: “… 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 by De Filippo, Bruno, Amatetti, Carla, Campana, Riccardo, Guidotti, Alessandro, Vanelli-Coralli, Alessandro

Table of Contents: “… 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 by Hedayatian, Saeed, Nikolaidis, Stefanos

Table of Contents: “…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 by Weng, Shudi, Ren, Chao, Zhao, Yizhou, Xiao, Ming, Skoglund, Mikael

Table of Contents: “… 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 by Lima, Vinicius, Phan, Dzung T., Kalagnanam, Jayant, Patel, Dhaval, Zhou, Nianjun

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

Table of Contents: “… 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 by Tan, Yuting, Li, Xuying, Li, Zhuo, Shu, Huizhen, Hu, Peikang

Table of Contents: “…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 by Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Table of Contents: “…, 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 by Yan, Peihao, Lu, Jie, Zeng, Huacheng, Hou, Y. Thomas

Table of Contents: “… 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 by Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Table of Contents: “… 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 by Jiang, Xia, Wu, Yaoxin, Li, Minshuo, Cao, Zhiguang, Zhang, Yingqian

Table of Contents: “… 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 by Ciuclea, Ioana, Longari, Giorgio, Tumpach, Alice Barbara

Table of Contents: “… 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 by 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 of Contents: “… 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 by Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Table of Contents: “…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 by Dutta, Sagar, Arora, Vipul

Table of Contents: “… 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 by Schmidt, Douglas C., Runfola, Dan

Table of Contents: “…? 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 by Luo, Zizhang, Cui, Fan, Zhou, Kexing, Guo, Runlin, Xia, Mile, Hou, Hongyuan, Liang, Yun

Table of Contents: “…, 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 by Chen, Zhengxin, He, Xiaohai, Zhang, Tingrong, Xiong, Shuhua, Ren, Chao

Table of Contents: “… 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 by Zhu, Kangchen, Tian, Zhiliang, Wang, Shangwen, Leng, Mingyue, Mao, Xiaoguang

Table of Contents: “… 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 by Wang, Tianle, Liu, Jiayu, Wu, Zhongyuan, Jin, Shenghao, Chen, Wei, Xu, Hao, Miao, Ning

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