Search Results - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes by Su, Xiaoxin, Zhou, Yipeng, Cui, Laizhong, Lui, John C. S., Liu, Jiangchuan

Table of Contents: “…. Model compression algorithms, such as quantization and sparsification, have been suggested…”
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UI Semantic Group Detection: Grouping UI Elements with Similar Semantics in Mobile Graphical User Interface by Xiao, Shuhong, Chen, Yunnong, Song, Yaxuan, Chen, Liuqing, Sun, Lingyun, Zhen, Yankun, Chang, Yanfang

Table of Contents: “… perceptual groups, improving code structure for automatic UI-to-code generation, and generating accessibility…”
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COMQ: A Backpropagation-Free Algorithm for Post-Training Quantization by Zhang, Aozhong, Yang, Zi, Wang, Naigang, Qi, Yingyong, Xin, Jack, Li, Xin, Yin, Penghang

Table of Contents: “…, we propose an innovative PTQ algorithm termed COMQ, which sequentially conducts coordinate-wise…”
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MapTracker: Tracking with Strided Memory Fusion for Consistent Vector HD Mapping by Chen, Jiacheng, Wu, Yuefan, Tan, Jiaqi, Ma, Hang, Furukawa, Yasutaka

Table of Contents: “…This paper presents a vector HD-mapping algorithm that formulates the mapping as a tracking task…”
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QSpace - An open-source tensor library for Abelian and non-Abelian symmetries by Weichselbaum, Andreas

Table of Contents: “…($2n$), and the even orthogonal group SO($2n$). The code (C++ embedded via the MEX interface…”
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Active Stereo in the Wild through Virtual Pattern Projection by Bartolomei, Luca, Poggi, Matteo, Tosi, Fabio, Conti, Andrea, Mattoccia, Stefano

Table of Contents: “… in notably boosting the robustness and accuracy of algorithms and deep stereo without any code modification…”
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IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization by Ma, Xiaochen, Zhu, Xuekang, Su, Lei, Du, Bo, Jiang, Zhuohang, Tong, Bingkui, Lei, Zeyu, Yang, Xinyu, Pun, Chi-Man, Lv, Jiancheng, Zhou, Jizhe

Table of Contents: “… into standardized, reusable components and revises the model construction pipeline, improving coding efficiency…”
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Predictive Coding Networks and Inference Learning: Tutorial and Survey by van Zwol, Björn, Jefferson, Ro, Broek, Egon L. van den

Table of Contents: “… in artificial intelligence research, under the banner of NeuroAI. A prime example of this is predictive coding…”
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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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