Résultats de la recherche - coding (algorithm OR algorithmics)

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

Table des matières: “… 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 par Moon, Seungyong, Park, Bumsoo, Song, Hyun Oh

Table des matières: “… 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 par West, Christopher, Heger, Alexander, Cote, Benoit, Serxner, Lev, Sun, Haoxuan

Table des matières: “… 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 par Liu, Jiao, Sun, Zhu, Feng, Shanshan, Chen, Caishun, Ong, Yew-Soon

Table des matières: “… 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 par Gutiérrez-Zaballa, Jon, Basterretxea, Koldo, Echanobe, Javier

Table des matières: “…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 par Eberhardinger, Manuel, Goodman, James, Dockhorn, Alexander, Perez-Liebana, Diego, Gaina, Raluca D., Çakmak, Duygu, Maghsudi, Setareh, Lucas, Simon

Table des matières: “…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 par Han, Huijun, Zhang, Congyi, Zhu, Lifeng, Singh, Pradeep, Hsung, Richard Tai Chiu, Leung, Yiu Yan, Komura, Taku, Wang, Wenping, Gu, Min

Table des matières: “… 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 par Ye, Yaowen, Laidlaw, Cassidy, Steinhardt, Jacob

Table des matières: “… 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 par Sinha, Shiven, Goel, Shashwat, Kumaraguru, Ponnurangam, Geiping, Jonas, Bethge, Matthias, Prabhu, Ameya

Table des matières: “… 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 par Shen, Zhiqiang, Cao, Peng, Yang, Jinzhu, Zaiane, Osmar R., Chen, Zhaolin

Table des matières: “… 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 par Wu, Jie, Li, Haoling, Zhang, Xin, Liu, Xiao, Huang, Yangyu, Luo, Jianwen, Zhang, Yizhen, Li, Zuchao, Chu, Ruihang, Yang, Yujiu, Li, Scarlett

Table des matières: “… 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 par Pentland, K., Amorisco, N. C., Farrell, P. E., Ham, C. J.

Table des matières: “… 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 par Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Table des matières: “…-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 par Ziftci, Celal, Nikolov, Stoyan, Sjövall, Anna, Kim, Bo, Codecasa, Daniele, Kim, Max

Table des matières: “… 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 par 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

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

Table des matières: “…, 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 par Jia, Ang, Jiang, He, Ren, Zhilei, Li, Xiaochen, Yang, Zhipeng, Duan, Yaxin, Fan, Ming, Liu, Ting

Table des matières: “…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 par Amaral, Marcelo M.

Table des matières: “… (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 par Todd, Graham, Padula, Alexander G., Soemers, Dennis J. N. J., Togelius, Julian

Table des matières: “…: 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 par Guatto, Manuel, Preti, Francesco, Schilling, Michael, Calarco, Tommaso, Cárdenas-López, Francisco Andrés, Motzoi, Felix

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