Resultados de búsqueda - coding (algorithm OR (algorithmics OR (algorithmssics OR Algorithmsssics)))

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

Tabla de Contenidos: “… 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 por Moon, Seungyong, Park, Bumsoo, Song, Hyun Oh

Tabla de Contenidos: “… 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 por West, Christopher, Heger, Alexander, Cote, Benoit, Serxner, Lev, Sun, Haoxuan

Tabla de Contenidos: “… 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 por Liu, Jiao, Sun, Zhu, Feng, Shanshan, Chen, Caishun, Ong, Yew-Soon

Tabla de Contenidos: “… 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 por Gutiérrez-Zaballa, Jon, Basterretxea, Koldo, Echanobe, Javier

Tabla de Contenidos: “…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 por Eberhardinger, Manuel, Goodman, James, Dockhorn, Alexander, Perez-Liebana, Diego, Gaina, Raluca D., Çakmak, Duygu, Maghsudi, Setareh, Lucas, Simon

Tabla de Contenidos: “…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 por Han, Huijun, Zhang, Congyi, Zhu, Lifeng, Singh, Pradeep, Hsung, Richard Tai Chiu, Leung, Yiu Yan, Komura, Taku, Wang, Wenping, Gu, Min

Tabla de Contenidos: “… 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 por Ye, Yaowen, Laidlaw, Cassidy, Steinhardt, Jacob

Tabla de Contenidos: “… 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 por Sinha, Shiven, Goel, Shashwat, Kumaraguru, Ponnurangam, Geiping, Jonas, Bethge, Matthias, Prabhu, Ameya

Tabla de Contenidos: “… 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 por Shen, Zhiqiang, Cao, Peng, Yang, Jinzhu, Zaiane, Osmar R., Chen, Zhaolin

Tabla de Contenidos: “… 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 por Wu, Jie, Li, Haoling, Zhang, Xin, Liu, Xiao, Huang, Yangyu, Luo, Jianwen, Zhang, Yizhen, Li, Zuchao, Chu, Ruihang, Yang, Yujiu, Li, Scarlett

Tabla de Contenidos: “… 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 por Pentland, K., Amorisco, N. C., Farrell, P. E., Ham, C. J.

Tabla de Contenidos: “… 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 por Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Tabla de Contenidos: “…-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 por Ziftci, Celal, Nikolov, Stoyan, Sjövall, Anna, Kim, Bo, Codecasa, Daniele, Kim, Max

Tabla de Contenidos: “… 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 por 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

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

Tabla de Contenidos: “…, 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 por Jia, Ang, Jiang, He, Ren, Zhilei, Li, Xiaochen, Yang, Zhipeng, Duan, Yaxin, Fan, Ming, Liu, Ting

Tabla de Contenidos: “…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 por Amaral, Marcelo M.

Tabla de Contenidos: “… (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 por Todd, Graham, Padula, Alexander G., Soemers, Dennis J. N. J., Togelius, Julian

Tabla de Contenidos: “…: 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 por Guatto, Manuel, Preti, Francesco, Schilling, Michael, Calarco, Tommaso, Cárdenas-López, Francisco Andrés, Motzoi, Felix

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