Search Results - coding (algorithmssics OR (algorithm OR (algorithm OR algorithmsssssssics)))

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

Table of Contents: “… 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 by Moon, Seungyong, Park, Bumsoo, Song, Hyun Oh

Table of Contents: “… 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 by West, Christopher, Heger, Alexander, Cote, Benoit, Serxner, Lev, Sun, Haoxuan

Table of Contents: “… 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 by Liu, Jiao, Sun, Zhu, Feng, Shanshan, Chen, Caishun, Ong, Yew-Soon

Table of Contents: “… 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 by Gutiérrez-Zaballa, Jon, Basterretxea, Koldo, Echanobe, Javier

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

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

Table of Contents: “… 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 by Ye, Yaowen, Laidlaw, Cassidy, Steinhardt, Jacob

Table of Contents: “… 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 by Sinha, Shiven, Goel, Shashwat, Kumaraguru, Ponnurangam, Geiping, Jonas, Bethge, Matthias, Prabhu, Ameya

Table of Contents: “… 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 by Shen, Zhiqiang, Cao, Peng, Yang, Jinzhu, Zaiane, Osmar R., Chen, Zhaolin

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

Table of Contents: “… 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 by Pentland, K., Amorisco, N. C., Farrell, P. E., Ham, C. J.

Table of Contents: “… 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 by Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Table of Contents: “…-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 by Ziftci, Celal, Nikolov, Stoyan, Sjövall, Anna, Kim, Bo, Codecasa, Daniele, Kim, Max

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

Table of Contents: “…, 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 by Jia, Ang, Jiang, He, Ren, Zhilei, Li, Xiaochen, Yang, Zhipeng, Duan, Yaxin, Fan, Ming, Liu, Ting

Table of Contents: “…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 by Amaral, Marcelo M.

Table of Contents: “… (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 by Todd, Graham, Padula, Alexander G., Soemers, Dennis J. N. J., Togelius, Julian

Table of Contents: “…: 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 by Guatto, Manuel, Preti, Francesco, Schilling, Michael, Calarco, Tommaso, Cárdenas-López, Francisco Andrés, Motzoi, Felix

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