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

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

Table des matières: “… 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 par Choi, Whan-Hyuk

Table des matières: “… 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 par Choukroun, Yoni, Wolf, Lior

Table des matières: “…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 par Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Table des matières: “… 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 par Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Table des matières: “…. 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 par Zeltner, Tizian, Rousselle, Fabrice, Weidlich, Andrea, Clarberg, Petrik, Novák, Jan, Bitterli, Benedikt, Evans, Alex, Davidovič, Tomáš, Kallweit, Simon, Lefohn, Aaron

Table des matières: “… 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 par Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Table des matières: “…, 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 par Chang, Dongxu, Peng, Qingqing, Ma, Zhiming, Wang, Guanghui, Yin, Dawei

Table des matières: “… 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 par Wu, Wenhao, Shao, Zishan, Cui, Kangning, Kim, Jinhee, Wang, Yixiao, Ye, Hancheng, Zhuo, Danyang, Chen, Yiran

Table des matières: “… 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 par Djehiche, Boualem, Tembine, Hamidou

Table des matières: “…-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 par Shem-Tov, Eliad, Sipper, Moshe, Elyasaf, Achiya

Table des matières: “… 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 par Kasi, Srikar, Sud, James, Jamieson, Kyle, Ravi, Gokul Subramanian

Table des matières: “… 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 par Wei, Linye, Zhong, Shuzhang, Xu, Songqiang, Wang, Runsheng, Huang, Ru, Li, Meng

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

Table des matières: “… 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 par Jiang, Youhe, Yan, Ran, Yuan, Binhang

Table des matières: “…Disaggregating the prefill and decoding phases represents an effective new paradigm for generative…”
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Coding Theorem for Generalized Reed-Solomon Codes par Zheng, Xiangping, Ma, Xiao

Table des matières: “… 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 par Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Table des matières: “… 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 par Arms, Kregg Elliot, McHugh, Martin James, Nyhan, Joseph Edward, Reus, William Frederick, Ulrich, James Loudon

Table des matières: “… 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 par Yu, Ye, Zhou, Yifan, Chen, Yi, Soto, Pedro, Xiong, Wenjie, Li, Meng

Table des matières: “… 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 par Zhang, Xi, Sitek, Arkadiusz, Blackberg, Lisa, Kupinski, Matthew, Furenlid, Lars, Sabet, Hamid

Table des matières: “… architecture, combined with statistical decoding algorithms, provides a promising path toward the development…”
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