Search Results - encoding ((algorithmics OR algorithmssics) OR (algorithm OR algorithm))

Backpropagation-Free 4D Continuous Ant-Based Neural Topology Search by ElSaid, AbdElRahman, Ricanek, Karl, Lyu, Zeming, Ororbia, Alexander, Desell, Travis

Table of Contents: “… neural architecture search (NAS) algorithm that is based on ant colony optimization (ACO). CANTS utilizes…”
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Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency by Song, Bowen, Kwon, Soo Min, Zhang, Zecheng, Hu, Xinyu, Qu, Qing, Shen, Liyue

Table of Contents: “… problem due to the nonlinearity of the encoder and decoder. To address these issues, we propose \textit…”
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Optimizing Symbol Visibility through Displacement by Gärtner, Bernd, Kalani, Vishwas, Reddy, Meghana M., Meulemans, Wouter, Speckmann, Bettina, Stojaković, Miloš

Table of Contents: “…In information visualization, the position of symbols often encodes associated data values. When…”
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Approximation Algorithms for Line Planning with Heterogeneous Fleets and Multiple Resource Constraints by Jiang, Hongyi, Averbakh, Igor, Samaranayake, Samitha

Table of Contents: “… constraints. The reward parameters are general and can encode diverse user preferences and multi-modal system…”
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Gappy AE: A Nonlinear Approach for Gappy Data Reconstruction using Auto-Encoder by Kim, Youngkyu, Choi, Youngsoo, Yoo, Byounghyun

Table of Contents: “…We introduce a novel data reconstruction algorithm known as Gappy auto-encoder (Gappy AE…”
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Quantum Optimization Methods for Satellite Mission Planning by Makarov, Antón, Pérez-Herradón, Carlos, Franceschetto, Giacomo, Taddei, Márcio M., Osaba, Eneko, del Barrio, Paloma, Villar-Rodriguez, Esther, Oregi, Izaskun

Table of Contents: “…. However, current classical algorithms often fail to find the global optimum or take too long to execute…”
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Protein Design by Integrating Machine Learning with Quantum Annealing and Quantum-inspired Optimization by Panizza, Veronica, Hauke, Philipp, Micheletti, Cristian, Faccioli, Pietro

Table of Contents: “… threedimensional structure. Its rigorous algorithmic solution is computationally demanding, involving a nested…”
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ComGPT: Detecting Local Community Structure with Large Language Models by Ni, Li, Shen, Haowen, Mu, Lin, Zhang, Yiwen, Luo, Wenjian

Table of Contents: “… in the community detection task. Moreover, local community detection algorithms based on seed expansion, referred…”
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A Safety-Oriented Self-Learning Algorithm for Autonomous Driving: Evolution Starting from a Basic Model by Yang, Shuo, Wang, Caojun, Ma, Zhenyu, Huang, Yanjun, Chen, Hong

Table of Contents: “… environments to improve their ability to cope with different scenarios. However, most self-learning algorithms…”
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SR-Reward: Taking The Path More Traveled by Azad, Seyed Mahdi B., Padar, Zahra, Kalweit, Gabriel, Boedecker, Joschka

Table of Contents: “…{SR-Reward}, leverages successor representation (SR) to encode a state based on expected future states…”
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A Quantum Walk Inspired Qubit Lattice Algorithm for Simulating Electromagnetic Wave Propagation and Scattering in Conservative and Dissipative Magnetized Plasmas by Koukoutsis, Efstratios, Hizanidis, Kyriakos, Vahala, George, Tsironis, Christos, Ram, Abhay K., Soe, Min, Vahala, Linda

Table of Contents: “…, quantum walk-inspired algorithm suitable for simulating the electromagnetic wave propagation…”
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Using quantum annealing to generate test cases for cyber-physical systems by Araujo, Hugo, Wang, Xinyi, Mousavi, Mohammad, Ali, Shaukat

Table of Contents: “… achieving the full theoretical potential. Among the quantum algorithms, quantum annealing is a prime…”
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Do We Still Need to Work on Odometry for Autonomous Driving? by Gentil, Cedric Le, Lisus, Daniil, Barfoot, Timothy D.

Table of Contents: “… integration of wheel encoder data and yaw rate measurements from a gyroscope. We denote this algorithm…”
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Hybrid Learning for Cold-Start-Aware Microservice Scheduling in Dynamic Edge Environments by Lu, Jingxi, Li, Wenhao, Guo, Jianxiong, Ding, Xingjian, Tang, Zhiqing, Wang, Tian, Jia, Weijia

Table of Contents: “… scheduling algorithms often assume static resource availability, which is unrealistic when multiple…”
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Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms by Kera, Hiroshi, Pelleriti, Nico, Ishihara, Yuki, Zimmer, Max, Pokutta, Sebastian

Table of Contents: “… and eliminates computationally expensive reduction steps, which we find to dominate the algorithm's runtime…”
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Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach by Chen, Haoxuan, Ren, Yinuo, Min, Martin Renqiang, Ying, Lexing, Izzo, Zachary

Table of Contents: “… of such approximations, we propose an ensemble-based algorithm that performs posterior sampling without the use…”
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Evolutionary model for energy trading in community microgrids using Hawk-Dove strategies by Chifu, Viorica Rozina, Cioara, Tudor, Pop, Cristina Bianca, Anghel, Ionut

Table of Contents: “… are modeled through an evolutionary algorithm. An individual in the algorithm population is represented…”
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Sampling-Based Planning Under STL Specifications: A Forward Invariance Approach by Marchesini, Gregorio, Liu, Siyuan, Lindemann, Lars, Dimarogonas, Dimos V.

Table of Contents: “…We propose a variant of the Rapidly Exploring Random Tree Star (RRT$^{\star}$) algorithm…”
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Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models by Sawada, Tomohiro, Goyal, Kartik

Table of Contents: “… the downstream impact of BPE inference algorithms that do not rely on this merge list at all, and hence differ…”
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Learning to Select MCP Algorithms: From Traditional ML to Dual-Channel GAT-MLP by Li, Xiang, Wang, Shanshan, Xiao, Chenglong

Table of Contents: “…, yet no single algorithm consistently outperforms all others across diverse graph instances…”
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