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

FLASH Viterbi: Fast and Adaptive Viterbi Decoding for Modern Data Systems di Deng, Ziheng, Liu, Xue, Jiang, Jiantong, Li, Yankai, Deng, Qingxu, Yang, Xiaochun

Sommario: “... experiments show that our algorithms consistently outperform existing baselines in both decoding time...”
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A Transformer-based Neural Architecture Search Method di Wang, Shang, Tang, Huanrong, Ouyang, Jianquan

Sommario: “..., searching cross multihead attention computation ways for different number of encoder and decoder...”
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Bounded Distance Decoding for Random Lattices di Gao, Shuhong

Sommario: “...The current paper investigates the bounded distance decoding (BDD) problem for ensembles...”
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Deep Generative Model based Rate-Distortion for Image Downscaling Assessment di Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Sommario: “... to quantitatively evaluate image downscaling algorithms. In contrast to image-based methods that measure the quality...”
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From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models di Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Sommario: “...-generation algorithms, and efficient generation. Token-level generation algorithms, often called decoding...”
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An Optimal Transport-Based Method for Computing LM Rate and Its Convergence Analysis di Wu, Shitong, Ye, Wenhao, Li, Xinwei, Chen, Lingyi, Zhang, Wenyi, Wu, Huihui, Wu, Hao

Sommario: “... decoding metric and serves as a critical performance indicator in numerous practical communication...”
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Information compression via hidden subgroup quantum autoencoders di Liu, Feiyang, Bian, Kaiming, Meng, Fei, Zhang, Wen, Dahlsten, Oscar

Sommario: “..., from which the input data can be recovered by the decoder. In illustrative examples, our algorithm...”
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Streaming Looking Ahead with Token-level Self-reward di Zhang, Hongming, Hong, Ruixin, Yu, Dong

Sommario: “...Autoregressive decoding algorithms that use only past information often cannot guarantee the best...”
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Challenges and Solutions in Selecting Optimal Lossless Data Compression Algorithms di Rahman, Md. Atiqur, Rabbi, MM Fazle

Sommario: “... methods. However, existing algorithms exhibit trade-offs: some achieve high compression ratios, others...”
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Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage di Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D., Yekhanin, Sergey

Sommario: “...-deletion-substitution (IDS) channel and design both encoding schemes and low-complexity decoding algorithms...”
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Efficient Massive Machine Type Communication (mMTC) via AMP di Mohammadkarimi, Mostafa, Ardakani, Masoud

Sommario: “...We propose efficient and low-complexity multiuser detection (MUD) algorithms for Gaussian multiple...”
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Physics-Aware Initialization Refinement in Code-Aided EM for Blind Channel Estimation di Chen, Chin-Hung, Nikoloska, Ivana, van Houtum, Wim, Wu, Yan, Alvarado, Alex

Sommario: “... to distinguish. We propose an effective initialization refinement algorithm that utilizes the decoder output as a...”
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A History-Guided Regional Partitioning Evolutionary Optimization for Solving the Flexible Job Shop Problem with Limited Multi-load Automated Guided Vehicles di Liu, Feige, Lu, Chao, Li, Xin

Sommario: “..., this study proposes a history-guided regional partitioning algorithm (HRPEO) for the flexible job shop...”
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Block Verification Accelerates Speculative Decoding di Sun, Ziteng, Mendlovic, Uri, Leviathan, Yaniv, Aharoni, Asaf, Ro, Jae Hun, Beirami, Ahmad, Suresh, Ananda Theertha

Sommario: “... guarantee of the standard speculative decoding verification algorithm, cannot deteriorate performance...”
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Differences in Text Generated by Diffusion and Autoregressive Language Models di Zhang, Zeyang, Liang, Chengwei, Chen, Xingyan, Gu, Meiqi, Luo, Minrui, Zhang, Jingzhao, He, Tianxing

Sommario: “... objectives and decoding algorithms. Results suggest that the DLM training objective contributes...”
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Discovering a Zeta Map Algorithm on Dyck Paths via Mechanistic Interpretability di Huang, Xiaoyu, Jackson, Blake, Lee, Kyu-Hwan

Sommario: “... of the q,t-Catalan numbers. We train a deliberately small one-layer, one-head encoder-decoder transformer...”
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Tokenized Bandit for LLM Decoding and Alignment di Shin, Suho, Yang, Chenghao, Xu, Haifeng, Hajiaghayi, Mohammad T.

Sommario: “...) optimality of the greedy decoding for LLM decoding algorithm under DDMC, which justifies the unresaonable...”
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Quantum Circuit Design for Decoded Quantum Interferometry di Patamawisut, Natchapol, Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Sommario: “...Decoded Quantum Interferometry (DQI) is a recently proposed quantum algorithm for approximating...”
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SpecTr: Fast Speculative Decoding via Optimal Transport di Sun, Ziteng, Suresh, Ananda Theertha, Ro, Jae Hun, Beirami, Ahmad, Jain, Himanshu, Yu, Felix

Sommario: “..., and even prohibitive in certain tasks. One way to speed up sampling is $\textit{speculative decoding}$: use...”
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A Neural Network-aided Low Complexity Chase Decoder for URLLC di Testi, Enrico, Paolini, Enrico

Sommario: “...Ultra-reliable low-latency communications (URLLC) demand decoding algorithms that simultaneously...”
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