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

Waveguide to Meaning: Semantic-Aware NOMA for Pinching-Antenna Systems di Ahmed, Ishtiaque, Parvaiz, Haris, Musavian, Leila

Sommario: “... of service (QoS) and bit-to-semantic decoding order in a heterogeneous users downlink non-orthogonal multiple...”
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A Tensor-Train Framework for Bayesian Inference in High-Dimensional Systems: Applications to MIMO Detection and Channel Decoding di Schmid, Luca, Sulz, Dominik, Chimmalgi, Shrinivas, Schmalen, Laurent

Sommario: “...-cross algorithm initialized with a truncated Taylor-series. To demonstrate the generality...”
Testo

Pi-HOC: Pairwise 3D Human-Object Contact Estimation di Chittupalli, Sravan, Jain, Ayush, Huang, Dong

Sommario: “... an InteractionFormer. A SAM-based decoder then predicts dense contact on SMPL human meshes for each human-object pair...”
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Mamba Sequence Modeling meets Model Predictive Control di Cevaal, Michiel, de Jong, Thomas, Lazar, Mircea

Sommario: “...In this paper, we consider the design of Model Predictive Control (MPC) algorithms based on Mamba...”
Testo

Scalable Quantum Molecular Generation via GPU-Accelerated Tensor-Network Simulation di Xiao, Yu-Cheng, Chang, Jen-Yu, Kuo, Tzu-Ling, Astuti, Aninda, Wu, Shu-Chi, Ng, Ka-Lok, Wang, Yun-Yuan, Chen, Yu-Ze, Chen, Nan-Yow, Li, Tai-Yu

Sommario: “... graphs via lightweight classical decoding with structural constraints. In CUDA-Q, we benchmark the state...”
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SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton di He, Xuzheng, Nan, Nan, Wang, Zhilin, Kang, Ziyue, Mo, Zhuoru, Li, Ao, Pan, Yu, Li, Xiaobing, Yu, Feng, Guan, Xiaohong

Sommario: “... hierarchical framework for contemporary cinematic orchestration. SymphonyGen employs a cascading decoder...”
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Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models di Wang, Haoxiang, Yu, Da, Zhang, Huishuai

Sommario: “... $0.5$ under random-sampling decoding, and propose Dynamic Boundary Evaluation (DBE), which actively...”
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ECo-MoE: Embodiment-Conditioned Mixture of Experts Increases the Evolvability of Robots di Wang, Yibin, Li, Muhan, Guo, Zihan, Kriegman, Sam

Sommario: “... are gated by the latent coordinates of each decoded design (phenotype). This provides a scalable alternative...”
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Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration di Xu, Yuanzhi, Gao, Qian, Fan, Jun, Ding, Guohui, Yang, Zhenyu, Lin, Sixue, Xiao, Yuteng

Sommario: “... - ranging from expensive data-driven fine-tuning and high-latency contrastive decoding to rigid attention...”
Testo

Is Unsupervised Dimensionality Reduction Sufficient to Decode the Complexities of Electrochemical Impedance Spectra? di Aleksei Makogon, Frederic Kanoufi, Viacheslav Shkirskiy

Sommario: “... of unsupervised machine learning (ML) and in particular dimensionality reduction methods in decoding EIS...”
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Asynchronous multiuser detection for sparse code multiple access with unknown delays: A compressed sensing approach di Dylan Wheeler, Erin E. Tripp, Balasubramaniam Natarajan

Sommario: “... decoding algorithms proposed in the existing literature, including the popular message passing approach...”
Testo

Computer Methods for the Antimicrobial Efficacy of Metal Nanoparticles Against MDR Microbes di Shanza Anzar, Ayesha Sohail, Lubna Sherin, Peter S. Kim

Sommario: “... machine learning classification algorithms to identify the key attributes of inorganic nanoparticles...”
Testo

A sum‐rate maximization for IRS‐aided broadcast SWIPT with time‐switching structure and nonlinear energy harvester di Pham Ngoc Son, Pham Viet Tuan, Van Hiep VU, Mai T. P. Le, Vien Nguyen‐Duy‐Nhat

Sommario: “...) structure for an alternating information decoder and a nonlinear energy harvester. The sum‐rate maximization...”
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Proactive handover optimization via multi‐agent deep reinforcement learning in integrated LEO satellite–terrestrial networks for high‐mobility terminals di Huiyeon Jang, Junyoung Kim, In‐Sop Cho, Minsu Shin, Joon Gyu Ryu, Soyi Jung

Sommario: “... short‐term memory encoder–decoder architecture. This forecasting model enables each MT to predict its...”
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Interactive Analytical Workflow for Material Footprint Decoupling Analysis. di Gomez, Elías

Sommario: “...–Welch algorithm with Viterbi decoding, bootstrap confidence intervals, and panel regressions...”
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A Meta heuristic based deep learning classifier for effective dengue disease prediction in IoT‐Fog system di P. Britto Corthis, G. P. Ramesh, Ananda Babu Jayachandra

Sommario: “... short term memory (ALSTM) network with coati optimization algorithm (COA). The Attention model allocates...”
Testo

Priming: Hybrid State Space Models From Pre-trained Transformers di Chattopadhyay, Aditya, Nunez, Elvis, Kaul, Prannay, Bowman, Benjamin, Becker, Evan, Zancato, Luca, Thomas, David, Xia, Wei, Soatto, Stefano

Sommario: “...-Value caches and faster decoding than Transformers, along with a richer architectural design space...”
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MMLG ‐Point: Unsupervised Pretraining Approach for Cattle Point Cloud Segmentation and Measurement di Zhi Weng, Yuzhe Bian, Zhiqiang Zheng, Wenwen Hao

Sommario: “... measurement, which introduces a Multilevel Geometric Perception Encoder and a Transformer‐based decoder...”
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Optimal Signal Processing for Common Randomness Generation over MIMO Gaussian Channels with Applications in Identification di Ezzine, Rami, Labidi, Wafa, Deppe, Christian, Boche, Holger

Sommario: “... allows us to implement correlated random protocols that can lead to faster and more efficient algorithms...”
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Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning di Lu, Ming, Chen, Tong, Ding, Dandan, Zhu, Fengqing, Ma, Zhan

Sommario: “... synthesize decoded STFs and TMFs for high-fidelity video reconstruction at the same resolution as its native...”
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