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

Forgetting Transformer: Softmax Attention with a Forget Gate by Lin, Zhixuan, Nikishin, Evgenii, He, Xu Owen, Courville, Aaron

Table of Contents: “…. Moreover, it is compatible with the FlashAttention algorithm and does not require any positional embeddings…”
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AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving by Huang, Kaiyu, Wu, Hao, Shi, Zhubo, Zou, Han, Yu, Minchen, Shi, Qingjiang

Table of Contents: “…. Additionally, it implements intelligent drafting and verification algorithms to maximize performance while…”
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FlexStep: Enabling Flexible Error Detection in Multi/Many-core Real-time Systems by Wang, Tinglue, Li, Yiming, Tang, Wei, Guan, Jiapeng, Guo, Zhenghui, Jiang, Renshuang, Wei, Ran, Li, Jing, Jiang, Zhe

Table of Contents: “… scheduling algorithms that enhance both resource efficiency and real-time schedulability. We publicly release…”
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Food Delivery Time Prediction in Indian Cities Using Machine Learning Models by Garg, Ananya, Ayaan, Mohmmad, Parekh, Swara, Udandarao, Vikranth

Table of Contents: “… machine learning algorithms, including Linear Regression, Decision Trees, Bagging, Random Forest, XGBoost…”
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Model-Driven Rapid Prototyping for Control Algorithms with the GIPS Framework (System Description) by Kratz, Maximilian, Ehmes, Sebastian, Menzel, Philipp Maximilian, Schürr, Andy

Table of Contents: “…Software engineers are faced with the challenge of creating control algorithms for increasingly…”
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OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment by Giglou, Hamed Babaei, D'Souza, Jennifer, Karras, Oliver, Auer, Sören

Table of Contents: “… alignment algorithms and datasets. This paper details the design principles, architecture…”
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The More is not the Merrier: Investigating the Effect of Client Size on Federated Learning by Wallach, Eleanor, Siler, Sage, Deng, Jing

Table of Contents: “… of Things, and Cross-Silo FL. In this paper, we focus on the widely used FedAvg algorithm to explore…”
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Learning from Reference Answers: Versatile Language Model Alignment without Binary Human Preference Data by Zhao, Shuai, Xu, Yunqiu, Zhu, Linchao, Yang, Yi

Table of Contents: “… introduce \textit{RefAlign}, a versatile REINFORCE-style alignment algorithm that does not rely on reward…”
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Overlapping Error Correction Codes on Two-Dimensional Structures by Fritsch, Andrew Rafael, Marcon, César Augusto Missio

Table of Contents: “… of algorithms that identify and correct errors during data transmission and storage. This need becomes even more…”
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DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding by Li, Geng, Xu, Jinglin, Zhao, Yunzhen, Peng, Yuxin

Table of Contents: “… bidirectional interaction between LMMs and visual experts, using a Monte Carlo Tree Search (MCTS) algorithm…”
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Spatial-enhanced Reflective Coded Aperture Snapshot Spectral Imaging by Di, Jiayu, Jin, Yantao, Yu, Zhenming, Cheng, Liming, Ma, Jingyue, Zhan, Ning, Xu, Kun

Table of Contents: “… reflective coded aperture snapshot spectral imaging system (SE-RCASSI). The system achieves superior spatial…”
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Hydra: Marker-Free RGB-D Hand-Eye Calibration by Huber, Martin, Tian, Huanyu, Mower, Christopher E., Müller, Lucas-Raphael, Ourselin, Sébastien, Bergeles, Christos, Vercauteren, Tom

Table of Contents: “… novel implementation of the iterative closest point (ICP) algorithm with a robust point-to-plane (PTP…”
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Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs by Mao, Yu, Li, Jingzong, Wang, Jun, Xu, Hong, Kuo, Tei-Wei, Guan, Nan, Xue, Chun Jason

Table of Contents: “… step to solve the challenges by proposing a new transformer-based edge-compute-free image coding…”
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Quantum Artificial Intelligence for Software Engineering: the Road Ahead by Wang, Xinyi, Ali, Shaukat, Arcaini, Paolo

Table of Contents: “… been applied to various areas of software engineering, including requirements engineering, coding…”
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Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning by Martínez-Luaña, Xavier, Fernández-Veiga, Manuel, Díaz-Redondo, Rebeca P., Fernández-Vilas, Ana

Table of Contents: “… Learning. However, most of the constructions used for coded computing work only under the assumption…”
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Automatically Differentiable Model Updating (ADiMU): conventional, hybrid, and neural network material model discovery including history-dependency by Ferreira, Bernardo P., Bessa, Miguel A.

Table of Contents: “… discovery settings. Relying on fully differentiable code, the algorithmic implementation leverages…”
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A Tale of Two Identities: An Ethical Audit of Human and AI-Crafted Personas by Venkit, Pranav Narayanan, Li, Jiayi, Zhou, Yingfan, Rajtmajer, Sarah, Wilson, Shomir

Table of Contents: “…, overproduce culturally coded language, and construct personas that are syntactically elaborate yet narratively…”
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Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering by Fei, Weizhi, Wang, Zihao, Yin, hang, Zhao, Shukai, Zhang, Wei, Song, Yangqiu

Table of Contents: “… local search algorithm that approximately solves NP-hard cyclic queries. Experiments on various CQA…”
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CodePDE: An Inference Framework for LLM-driven PDE Solver Generation by Li, Shanda, Marwah, Tanya, Shen, Junhong, Sun, Weiwei, Risteski, Andrej, Yang, Yiming, Talwalkar, Ameet

Table of Contents: “… interpretability. In this work, we frame PDE solving as a code generation task and introduce CodePDE, the first…”
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eqsat: An Equality Saturation Dialect for Non-destructive Rewriting by Merckx, Jules, Lopoukhine, Alexandre, Coward, Samuel, Cheng, Jianyi, De Sutter, Bjorn, Grosser, Tobias

Table of Contents: “…With recent algorithmic improvements and easy-to-use libraries, equality saturation is being picked…”
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