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

Deep Learning Models for Physical Layer Communications di Letizia, Nunzio A.

Sommario: “.... ML and in particular deep learning (DL) algorithms have shown to perform better in tasks where a...”
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Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction di Yu, Hongze, Fessler, Jeffrey A., Jiang, Yun

Sommario: “...-of-distribution data. Self-supervised deep learning algorithms perform scan-specific reconstructions, but still...”
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Intelligent Joint Security and Delay Determinacy Performance Guarantee Strategy in RIS-Assisted IIoT Communication Systems di Meng, Rui, Meng, Zhuo, Lu, Jiaqi, Xu, Xiaodong, Zhang, Jingxuan, Cheng, Xiqi, Dong, Chen

Sommario: “... and eavesdropping. In this paper, we conduct a deterministic delay analysis under a specified decoding error rate...”
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Gating is Weighting: Understanding Gated Linear Attention through In-context Learning di Li, Yingcong, Tarzanagh, Davoud Ataee, Rawat, Ankit Singh, Fazel, Maryam, Oymak, Samet

Sommario: “... to their efficiency in recurrent decoding. Recent research has focused on enhancing standard linear attention...”
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Joint-stochastic-approximation Autoencoders with Application to Semi-supervised Learning di He, Wenbo, Ou, Zhijian

Sommario: “...-approximation (JSA) autoencoders - a new family of algorithms for building deep directed generative models...”
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Semirandom Planted Clique via 1-norm Isometry Property di Guruswami, Venkatesan, Wang, Hsin-Po

Sommario: “...We give a polynomial-time algorithm that finds a planted clique of size $k \ge \sqrt{n \log n...”
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Synchronizing Probabilities in Model-Driven Lossless Compression di Adler, Aviv, Tang, Jennifer

Sommario: “... more effective compression algorithms. However, both compressor and decompressor must have exactly...”
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Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models di Luo, Ziwei, Jin, Ziqi, Wang, Lei, Bing, Lidong, Schön, Thomas B.

Sommario: “...This work presents self-rewarding sequential Monte Carlo (SMC), an inference-time scaling algorithm...”
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A Joint JSCC-Resource Allocation Framework for QoS-Aware Semantic Communication in LEO Satellite-based EO Missions di Nguyen-Kha, Hung, Nguyen, Ti Ti, Ha, Vu Nguyen, Lagunas, Eva, Chatzinotas, Symeon, Ottersten, Bjorn

Sommario: “... transmit power by jointly optimizing the JSCC encoder-decoder parameters and resource allocation. However...”
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libhmm: A Modern C++20 Library for Hidden Markov Models with Correct MLE Emission M-Steps di Wolfman, Gary

Sommario: “...We describe libhmm, a C++20 library for Hidden Markov Model parameter estimation, sequence decoding...”
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Spiking Neural Belief Propagation Decoder for LDPC Codes with Small Variable Node Degrees di von Bank, Alexander, Edelmann, Eike-Manuel, Mandelbaum, Jonathan, Schmalen, Laurent

Sommario: “...-notable-amplitude spiking-neural-network (ELENA-SNN) decoder, a novel decoding algorithm for low-density...”
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Sparse Linear Regression and Lattice Problems di Gupte, Aparna, Vafa, Neekon, Vaikuntanathan, Vinod

Sommario: “... the design matrix is well-conditioned, no general algorithm is known, nor is there any formal evidence...”
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Computational Phase Transitions in Two-Dimensional Antiferromagnetic Melting di Weinstein, Zack, Ahmad, Jalal Abu, Podolsky, Daniel, Altman, Ehud

Sommario: “... in the optimal decoding of quantum error-correcting codes and in the scalable detection of measurement-induced...”
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Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach di Liu, Jian, Xiao, Ming, Wen, Jinbo, Kang, Jiawen, Zhang, Ruichen, Zhang, Tao, Niyato, Dusit, Zhang, Weiting, Liu, Ying

Sommario: “... module for efficient and controllable problems of unstable data recovery and slow decoding speed in GAI...”
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D-Rex: Heterogeneity-Aware Reliability Framework and Adaptive Algorithms for Distributed Storage di Gonthier, Maxime, Sanchez-Gallegos, Dante D., Pan, Haochen, Nicolae, Bogdan, Zhou, Sicheng, Nguyen, Hai Duc, Hayot-Sasson, Valerie, Pauloski, J. Gregory, Carretero, Jesus, Chard, Kyle, Foster, Ian

Sommario: “... nodes, aiming to store as much data as possible, minimize encoding and decoding time, and meeting user...”
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Affine Subcode Ensemble Decoding of Linear Block Codes di Mandelbaum, Jonathan, Bezner, Paul, Jäkel, Holger, Brink, Stephan ten, Schmalen, Laurent

Sommario: “...In the short block length regime, ensemble decoding schemes with their inherently parallel...”
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Overcoming Non-monotonicity in Transducer-based Streaming Generation di Ma, Zhengrui, Feng, Yang, Zhang, Min

Sommario: “... popular in industrial applications. However, its input-synchronous decoding mechanism presents challenges...”
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Rate-Distortion Region for Distributed Indirect Source Coding with Decoder Side Information di Tang, Jiancheng, Yang, Qianqian

Sommario: “... central decoder. The decoder has access to correlated side information in addition to the messages...”
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UCD: Unlearning in LLMs via Contrastive Decoding di Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia

Sommario: “... unlearning algorithm that uses contrastive decoding, leveraging two auxiliary smaller models, one trained...”
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Decoding Communications with Partial Information di Cope, Dylan, McBurney, Peter

Sommario: “... community of language users from which a learner observes speech acts and attempts to decode the mappings...”
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