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

Differentiable programming across the PDE and Machine Learning barrier von Bouziani, Nacime, Ham, David A., Farsi, Ado

Inhaltsangabe: “… physical laws as inductive bias to machine learning algorithms, also referred to as physics-driven machine …”
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Learning to Better Search with Language Models via Guided Reinforced Self-Training von Moon, Seungyong, Park, Bumsoo, Song, Hyun Oh

Inhaltsangabe: “… reinforced self-training (Guided-ReST), a fine-tuning algorithm designed to improve the model's capability …”
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The Impact of Initial Composition on Massive Star Evolution and Nucleosynthesis von West, Christopher, Heger, Alexander, Cote, Benoit, Serxner, Lev, Sun, Haoxuan

Inhaltsangabe: “… the KEPLER stellar evolution code, with 7 initial stellar masses, 12 initial metallicities, and two for each …”
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Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons von Liu, Jiao, Sun, Zhu, Feng, Shanshan, Chen, Caishun, Ong, Yew-Soon

Inhaltsangabe: “… of evolutionary algorithms (EAs), enabling them to tackle optimization problems involving structured language …”
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Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspective von Gutiérrez-Zaballa, Jon, Basterretxea, Koldo, Echanobe, Javier

Inhaltsangabe: “… As the deployment of artifical intelligence (AI) algorithms at edge devices becomes increasingly …”
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From Code to Play: Benchmarking Program Search for Games Using Large Language Models von Eberhardinger, Manuel, Goodman, James, Dockhorn, Alexander, Perez-Liebana, Diego, Gaina, Raluca D., Çakmak, Duygu, Maghsudi, Setareh, Lucas, Simon

Inhaltsangabe: “… Large language models (LLMs) have shown impressive capabilities in generating program code, opening …”
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Facial Surgery Preview Based on the Orthognathic Treatment Prediction von Han, Huijun, Zhang, Congyi, Zhu, Lifeng, Singh, Pradeep, Hsung, Richard Tai Chiu, Leung, Yiu Yan, Komura, Taku, Wang, Wenping, Gu, Min

Inhaltsangabe: “… parametric model for 3D reconstruction of the patient, medical-related losses to guide latent code prediction …”
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Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision von Ye, Yaowen, Laidlaw, Cassidy, Steinhardt, Jacob

Inhaltsangabe: “… supervision, SFT still retains some effectiveness, but DPO (a common RLHF algorithm) fails to improve …”
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Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation von Sinha, Shiven, Goel, Shashwat, Kumaraguru, Ponnurangam, Geiping, Jonas, Bethge, Matthias, Prabhu, Ameya

Inhaltsangabe: “… of algorithmic problem solving, where counterexamples can be evaluated automatically using code execution …”
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Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation von Shen, Zhiqiang, Cao, Peng, Yang, Jinzhu, Zaiane, Osmar R., Chen, Zhaolin

Inhaltsangabe: “… factorize an image into style codes and content maps, explicitly modeling the "style" and "content …”
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Teaching Your Models to Understand Code via Focal Preference Alignment von Wu, Jie, Li, Haoling, Zhang, Xin, Liu, Xiao, Huang, Yangyu, Luo, Jianwen, Zhang, Yizhen, Li, Zuchao, Chu, Ruihang, Yang, Yujiu, Li, Scarlett

Inhaltsangabe: “… entire failing code blocks rather than pinpointing specific errors, it lacks the granularity necessary …”
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Multiple solutions to the static forward free-boundary Grad-Shafranov problem on MAST-U von Pentland, K., Amorisco, N. C., Farrell, P. E., Ham, C. J.

Inhaltsangabe: “… and integral free-boundary conditions (commonly used in production-level equilibrium codes) has remained …”
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Decoding Islamophobic Discourse: Using LLMs to Identify Tropes and Semi-Coded Hate Speech von Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Inhaltsangabe: “… -coded Islamophobic terms such as (muzrat, pislam, mudslime, mohammedan, muzzies) floated on extremist …”
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Migrating Code At Scale With LLMs At Google von Ziftci, Celal, Nikolov, Stoyan, Sjövall, Anna, Kim, Bo, Codecasa, Daniele, Kim, Max

Inhaltsangabe: “… and traditionally manual migration project at Google, propose a novel automated algorithm that uses change location …”
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The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants von Zhang, Yiqun, Li, Hao, Wang, Chenxu, Chen, Linyao, Zhang, Qiaosheng, Ye, Peng, Feng, Shi, Wang, Daling, Wang, Zhen, Wang, Xinrun, Xu, Jia, Bai, Lei, Ouyang, Wanli, Hu, Shuyue

Inhaltsangabe: “… performance across 15 diverse datasets spanning mathematics, coding, logical reasoning, general knowledge …”
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Robust Preference Optimization via Dynamic Target Margins von Sun, Jie, Wu, Junkang, Wu, Jiancan, Zhu, Zhibo, Lu, Xingyu, Zhou, Jun, Ma, Lintao, Wang, Xiang

Inhaltsangabe: “… , we propose $γ$-PO, a dynamic target margin preference optimization algorithm that adjust reward …”
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Towards an Oracle for Binary Decomposition Under Compilation Variance von Jia, Ang, Jiang, He, Ren, Zhilei, Li, Xiaochen, Yang, Zhipeng, Duan, Yaxin, Fan, Ming, Liu, Ting

Inhaltsangabe: “… Third-Party Library (TPL) detection, which identifies reused libraries in binary code, is critical …”
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Consistent Simulation of Fibonacci Anyon Braiding within a Qubit Quasicrystal Inflation Code von Amaral, Marcelo M.

Inhaltsangabe: “… (QIC). The code is defined by a local Hamiltonian whose ground state manifold enforces Fibonacci tiling …”
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Ludax: A GPU-Accelerated Domain Specific Language for Board Games von Todd, Graham, Padula, Alexander G., Soemers, Dennis J. N. J., Togelius, Julian

Inhaltsangabe: “… : frameworks that compile domain-specific code into playable and simulatable game environments, allowing …”
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Real-time adaptive quantum error correction by model-free multi-agent learning von Guatto, Manuel, Preti, Francesco, Schilling, Michael, Calarco, Tommaso, Cárdenas-López, Francisco Andrés, Motzoi, Felix

Inhaltsangabe: “… QEC codes tailored for multi-level quantum architectures. At the second level we introduce BRAVE …”
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