Resultados de búsqueda - decoding (algorithm OR (algorithmics OR algorithmicsics))

Parallelizable Neural Turing Machines por Faria, Gabriel, Junior, Arnaldo Candido

Tabla de Contenidos: “… execution. We evaluate the proposed architecture on a synthetic benchmark of algorithmic problems involving…”
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Algorithms of self-synchronizing single-deletion-correcting codes por Choi, Whan-Hyuk

Tabla de Contenidos: “… present encoding and decoding algorithms for self-synchronizing single-deletion correcting DNA codes…”
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Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding por Choukroun, Yoni, Wolf, Lior

Tabla de Contenidos: “…The design of optimal linear block codes capable of being efficiently decoded is of major concern…”
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Automatic Task Detection and Heterogeneous LLM Speculative Decoding por Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Tabla de Contenidos: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes…”
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Linear-Time Encodable and Decodable Quantum Error-Correcting Codes por Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Tabla de Contenidos: “…. The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates…”
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Real-Time Neural Appearance Models por Zeltner, Tizian, Rousselle, Fabrice, Weidlich, Andrea, Clarberg, Petrik, Novák, Jan, Bitterli, Benedikt, Evans, Alex, Davidovič, Tomáš, Kallweit, Simon, Lefohn, Aaron

Tabla de Contenidos: “… reserved for offline use. This is achieved with a combination of algorithmic and system level innovations…”
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Plato: Plan to Efficiently Decode for Large Language Model Inference por Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Tabla de Contenidos: “…, but their inference incurs substantial computational and memory overhead. To improve efficiency, parallel decoding…”
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Density Evolution Analysis of Generalized Low-density Parity-check Codes under a Posteriori Probability Decoder por Chang, Dongxu, Peng, Qingqing, Ma, Zhiming, Wang, Guanghui, Yin, Dawei

Tabla de Contenidos: “… posteriori probability (APP) decoder is analyzed. We explore the concentration, symmetry, and monotonicity…”
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FlashSVD v1.5: Making Low-Rank Transformers Inference Actually Fast por Wu, Wenhao, Shao, Zishan, Cui, Kangning, Kim, Jinhee, Wang, Yixiao, Ye, Hancheng, Zhuo, Danyang, Chen, Yiran

Tabla de Contenidos: “… between prefill and autoregressive decode. We present FlashSVD v1.5, a unified inference runtime…”
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The outcomes of generative AI are exactly the Nash equilibria of a non-potential game por Djehiche, Boualem, Tembine, Hamidou

Tabla de Contenidos: “…-potential game. We then design and analyze deep neural network algorithms that converge to these equilibria…”
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Deep Learning-Based Operators for Evolutionary Algorithms por Shem-Tov, Eliad, Sipper, Moshe, Elyasaf, Achiya

Tabla de Contenidos: “… learning: a crossover operator for genetic algorithms and a mutation operator for genetic programming. Deep…”
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A Quantum Approximate Optimization Algorithm-based Decoder Architecture for NextG Wireless Channel Codes por Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Tabla de Contenidos: “… processing architecture for FEC decoding, one based on the quantum approximate optimization algorithm (QAOA…”
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SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding por Wei, Linye, Zhong, Shuzhang, Xu, Songqiang, Wang, Runsheng, Huang, Ru, Li, Meng

Tabla de Contenidos: “… decoding latency of LLMs challenges the real-time ASR requirements. Although speculative decoding has been…”
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SignSGD with Federated Voting por Park, Chanho, Poor, H. Vincent, Lee, Namyoon

Tabla de Contenidos: “… parameter server. SignSGD with majority voting (signSGD-MV) is an effective distributed learning algorithm…”
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HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment por Jiang, Youhe, Yan, Ran, Yuan, Binhang

Tabla de Contenidos: “…Disaggregating the prefill and decoding phases represents an effective new paradigm for generative…”
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Coding Theorem for Generalized Reed-Solomon Codes por Zheng, Xiangping, Ma, Xiao

Tabla de Contenidos: “… techniques. In the finite-length region, we present an ML decoding algorithm for the generalized RS codes…”
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d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation por Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Tabla de Contenidos: “… gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because…”
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Estimating Detector Error Models on Google's Willow por Arms, Kregg Elliot, McHugh, Martin James, Nyhan, Joseph Edward, Reus, William Frederick, Ulrich, James Loudon

Tabla de Contenidos: “… several algorithms to learn DEM parameters and structure from syndromes without using a decoder…”
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Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache por Yu, Ye, Zhou, Yifan, Chen, Yi, Soto, Pedro, Xiong, Wenjie, Li, Meng

Tabla de Contenidos: “… predominantly rely on an autoregressive decoding strategy, which generates output tokens sequentially…”
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Maximum-Likelihood--Based Position Decoding of Laser Processed Converging Pixel CsI: Tl Detectors for High-Resolution SPECT por Zhang, Xi, Sitek, Arkadiusz, Blackberg, Lisa, Kupinski, Matthew, Furenlid, Lars, Sabet, Hamid

Tabla de Contenidos: “… architecture, combined with statistical decoding algorithms, provides a promising path toward the development…”
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