Résultats de la recherche - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR algorithmsssics))

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

Table des matières: “…. 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 par Yu, Hongze, Fessler, Jeffrey A., Jiang, Yun

Table des matières: “…-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 par Meng, Rui, Meng, Zhuo, Lu, Jiaqi, Xu, Xiaodong, Zhang, Jingxuan, Cheng, Xiqi, Dong, Chen

Table des matières: “… 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 par Li, Yingcong, Tarzanagh, Davoud Ataee, Rawat, Ankit Singh, Fazel, Maryam, Oymak, Samet

Table des matières: “… 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 par He, Wenbo, Ou, Zhijian

Table des matières: “…-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 par Guruswami, Venkatesan, Wang, Hsin-Po

Table des matières: “…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 par Adler, Aviv, Tang, Jennifer

Table des matières: “… 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 par Luo, Ziwei, Jin, Ziqi, Wang, Lei, Bing, Lidong, Schön, Thomas B.

Table des matières: “…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 par Nguyen-Kha, Hung, Nguyen, Ti Ti, Ha, Vu Nguyen, Lagunas, Eva, Chatzinotas, Symeon, Ottersten, Bjorn

Table des matières: “… 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 par Wolfman, Gary

Table des matières: “…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 par von Bank, Alexander, Edelmann, Eike-Manuel, Mandelbaum, Jonathan, Schmalen, Laurent

Table des matières: “…-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 par Gupte, Aparna, Vafa, Neekon, Vaikuntanathan, Vinod

Table des matières: “… 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 par Weinstein, Zack, Ahmad, Jalal Abu, Podolsky, Daniel, Altman, Ehud

Table des matières: “… 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 par Liu, Jian, Xiao, Ming, Wen, Jinbo, Kang, Jiawen, Zhang, Ruichen, Zhang, Tao, Niyato, Dusit, Zhang, Weiting, Liu, Ying

Table des matières: “… 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 par 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

Table des matières: “… 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 par Mandelbaum, Jonathan, Bezner, Paul, Jäkel, Holger, Brink, Stephan ten, Schmalen, Laurent

Table des matières: “…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 par Ma, Zhengrui, Feng, Yang, Zhang, Min

Table des matières: “… 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 par Tang, Jiancheng, Yang, Qianqian

Table des matières: “… 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 par Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia

Table des matières: “… unlearning algorithm that uses contrastive decoding, leveraging two auxiliary smaller models, one trained…”
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Decoding Communications with Partial Information par Cope, Dylan, McBurney, Peter

Table des matières: “… community of language users from which a learner observes speech acts and attempts to decode the mappings…”
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