Risultati della ricerca - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmsssssics))

Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection di Zheng, Chaoda, Wang, Feng, Wang, Naiyan, Cui, Shuguang, Li, Zhen

Sommario: “...-centric occupancy perception from both data and algorithm perspectives. On the data side, we construct...”
Testo

Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework di Mohsin, Muhammad Ahmed, Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Pote, Rohan, Cioffi, John M.

Sommario: “... algorithm for multi-carrier NOMA, named minPMAC, and an associated time-sharing algorithm that adaptively...”
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Upside Down Reinforcement Learning with Policy Generators di Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen

Sommario: “... this using Hypernetworks - a variant of Fast Weight Programmers, which learn to decode input commands...”
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QPanda3: A High-Performance Software-Hardware Collaborative Framework for Large-Scale Quantum-Classical Computing Integration di Zou, Tianrui, Fang, Yuan, Wang, Jing, Dou, Menghan, Fu, Jun, Zhao, ZiQiang, Zhao, ShuBin, Yu, Lei, Zhao, Dongyi, Chen, Zhaoyun, Guo, Guoping

Sommario: “... and communication overhead. OriginBIS achieves up to 86.9$\times$ faster encoding and 35.6$\times$ faster decoding...”
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Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory Constraints di Ao, Ruicheng, Luo, Gan, Simchi-Levi, David, Wang, Xinshang

Sommario: “..., which extends the rule to unknown output lengths by regulating how requests advance across decode-stage...”
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A surrogate model for topology optimisation of elastic structures via parametric autoencoders di Giacomini, Matteo, Huerta, Antonio

Sommario: “...A surrogate-based topology optimisation algorithm for linear elastic structures under parametric...”
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Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning di Zhang, Xian-Rong, Gong, Yue-Jiao, Ma, Zeyuan, Zhang, Jun

Sommario: “...Data-driven evolutionary algorithms has shown surprising results in addressing expensive...”
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Goal-Oriented Framework for Optical Flow-based Multi-User Multi-Task Video Transmission di Xu, Yujie, Chen, Shutong, Li, Nan, Deng, Yansha, Yuan, Jinhong, Schober, Robert

Sommario: “... semantic decoder for high-quality video reconstruction and video classification tasks. To minimize...”
Testo

Green Manufacturing Capacity Planning by Integrating Distributionally Robust Optimization and Generative AI di Zhou, Xin, Lu, Zhengsong, Zeng, Bo, Geng, Na

Sommario: “... is integrated into an exact decomposition algorithm, through a novel encoding/decoding scheme designed...”
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Electrocatalysis Informatics Driven Design of Formic Acid‐Producing Alloy Catalysts for CO 2 Electroreduction di Qianzhuo Lei, Yihan Zhang, Pengcheng Liu, Xihui Bian, Xijun Liu, Jia He

Sommario: “... systematically decoded structure‐property relationships. Among the tested algorithms, the nonlinear tree‐ensemble...”
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Change Detection of Non‐Fixed Targets in Low‐Altitude Unmanned Aerial Vehicle Inspections Based on Style Transfer di Feng Chen, Huiqin Wang, Ke Wang

Sommario: “... unnatural changes. Unsupervised change detection based on statistical and clustering algorithms often...”
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Design of a Fast Image Encryption Algorithm Based on a Novel 2D Chaotic Map and DNA Encoding di YuChen Fu, ZhenHui Li, Feng Huang, Wang Ning, HaoRan Lyu

Sommario: “... an improved image encryption algorithm that integrates two‐dimensional chaotic mapping with optimized DNA...”
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An Intelligent Trajectory Prediction Algorithm for Reentry Glide Vehicles Based on Physics‐Informed Constraints and Prediction Error Compensation di Yangchao He, Jiong Li, Lei Shao, Tao Zhang, Jikun Ye, Chijun Zhou

Sommario: “... prediction algorithm based on physics‐informed constraints and prediction‐error compensation. First...”
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Adaptive Step Sizes and Implicit Regularization: Decoding the Generalization Landscape of Gradient Optimizers di Revista, Zen, IA, 10

Sommario: “... to the efficacy of gradient-based optimization algorithms. Among these, adaptive step size methods like Adam...”
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Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis di Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Sommario: “... algorithm. We further show that the impact of selecting certain population decoding methods is amplified...”
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Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads di Hu, Cunchen, Huang, Heyang, Xu, Liangliang, Chen, Xusheng, Xu, Jiang, Chen, Shuang, Feng, Hao, Wang, Chenxi, Wang, Sa, Bao, Yungang, Sun, Ninghui, Shan, Yizhou

Sommario: “... scheduling algorithm augmented with predicted resource usage to avoid decode scheduling hotspots. Results...”
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Transmission of Spatio-Temporal Correlated Sources Over Fading Multiple Access Channels With DQLC Mappings di Fresnedo, O., Suárez-Casal, P., Castedo, L.

Sommario: “... decoding to make the optimal Minimum Mean Squared Error (MMSE) estimation computationally affordable...”
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Exploiting Matrix Information Geometry for Integrated Decoding of Massive Uncoupled Unsourced Random Access di Tian, Feiyan, Chen, Xiaoming, Huang, Chongwen, Zhang, Zhaoyang

Sommario: “... is effectively reduced due to the decreasing waiting time. Next, we propose an integrated decoding algorithm...”
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Design and Analysis of Massive Uncoupled Unsourced Random Access with Bayesian Joint Decoding di Tian, Feiyan, Chen, Xiaoming, Guan, Yong Liang, Yuen, Chau

Sommario: “... joint decoding algorithm, including codeword detection and stitching. In particular, we present a...”
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OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure di Wang, Jikai, Su, Yi, Li, Juntao, Xia, Qingrong, Ye, Zi, Duan, Xinyu, Wang, Zhefeng, Zhang, Min

Sommario: “... problem recently as the models become increasingly larger. Speculative decoding employs a "draft...”
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