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

Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding di Nguyen, Tan Dat, Kim, Ji-Hoon, Choi, Jeongsoo, Choi, Shukjae, Park, Jinseok, Lee, Younglo, Chung, Joon Son

Sommario: “... decoding technique that utilises a Viterbi-based algorithm to select the optimal sequence of generated...”
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Token-Driven GammaTune: Adaptive Calibration for Enhanced Speculative Decoding di Gautam, Aayush, Shrestha, Susav, Reddy, Narasimha

Sommario: “...Speculative decoding accelerates large language model (LLM) inference by using a smaller draft...”
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Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models di Ye, Haotian, Jain, Himanshu, You, Chong, Suresh, Ananda Theertha, Lin, Haowei, Zou, James, Yu, Felix

Sommario: “... standards, or conforming to specialized formatting styles. To control the generation, constrained decoding...”
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Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation di Hu, Hengyuan, Das, Aniket, Sadigh, Dorsa, Anari, Nima

Sommario: “...} (ASD), an extension of the widely used speculative decoding algorithm to DDPMs that does not require...”
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Quantum Error Correction Exploiting Degeneracy to Approach the Hashing Bound di Kasai, Kenta

Sommario: “... due to their structured sparsity and compatibility with iterative decoding algorithms whose...”
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TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding di Gong, Shukai, Fu, Yiyang, Ran, Fengyuan, Kong, Quyu, Zhou, Feng

Sommario: “... the structural similarities between thinning algorithms for TPPs and speculative decoding for language models, we...”
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Simultaneous Rational Function Codes: Improved Analysis Beyond Half the Minimum Distance with Multiplicities and Poles di Abbondati, Matteo, Guerrini, Eleonora, Lebreton, Romain

Sommario: “... of the decoding algorithm's failure probability that generalizes and improves several previous results...”
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Biomimetic Metamaterial-based Interface for Decoding Heterogeneous Mechanodermal Activity di Xu, Muzi, Zhang, Jiaqi, Dong, Chaoqun, Zhang, Zibo, Li, Duanyang, Yi, Wentian, Zou, Miaomiao, Tang, Chenyu, Malliaras, George G., Occhipinti, Luigi G.

Sommario: “... various scenarios. Combined with bespoke algorithms, the wireless BMMI device decodes MDA accurately...”
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Cryptographic Applications of Twisted Goppa Codes di Singh, Harshdeep, Bhagat, Anuj Kumar, Sarma, Ritumoni, Gupta, Indivar

Sommario: “... earlier methods limited to single twist at last position, we use the extended Euclidean algorithm...”
Testo

SpecMoE: A Fast and Efficient Mixture-of-Experts Inference via Self-Assisted Speculative Decoding di Bang, Jehyeon, Cho, Eunyeong, Hwang, Ranggi, Chung, Jinha, Rhu, Minsoo

Sommario: “...-efficient MoE inference system based on our self-assisted speculative decoding algorithm. SpecMoE...”
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TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput di Liu, Xiaoxuan, Park, Jongseok, Hu, Langxiang, Kwon, Woosuk, Li, Zhuohan, Zhang, Chen, Du, Kuntai, Mo, Xiangxi, You, Kaichao, Cheung, Alvin, Deng, Zhijie, Stoica, Ion, Zhang, Hao

Sommario: “... parallelism from speculative decoding as a solution to this problem. Unfortunately, benefits from intra...”
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RASD: Retrieval-Augmented Speculative Decoding di Quan, Guofeng, Feng, Wenfeng, Hao, Chuzhan, Jiang, Guochao, Zhang, Yuewei, Wang, Hao

Sommario: “...Speculative decoding accelerates inference in large language models (LLMs) by generating draft...”
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Distributed Realization of Color Codes for Quantum Error Correction di Chandra, Nitish Kumar, Tipper, David, Nejabati, Reza, Kaur, Eneet, Seshadreesan, Kaushik P.

Sommario: “... threshold of the distributed color code under such asymmetric noise conditions by employing two decoders: a...”
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Improving Continuous Grasp Force Decoding from EEG with Time-Frequency Regressors and Premotor-Parietal Network Integration di Dangi, Parth G., Meena, Yogesh Kumar

Sommario: “... control. However, accurately decoding continuous grasp force remains a challenge, limiting...”
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Unique Decoding of Extended Subcodes of GRS Codes Using Error-Correcting Pairs di Li, Yang, Lu, Zhenliang, Ling, San, Zhu, Shixin, Lam, Kwok Yan

Sommario: “... of their $\ell$-ECPs, and further present an explicit decoding algorithm for extended Han-Zhang codes based...”
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A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem di Fan, Mingfeng, Cheng, Jiaqi, Wu, Yaoxin, Zhang, Yifeng, Yang, Yibin, Wu, Guohua, Sartoretti, Guillaume

Sommario: “... decision process (MDP) for CETSP using a discretization scheme and propose a novel unified dual-decoder DRL...”
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DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models di Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Sommario: “... context throughout decoding. In this work, we propose DYSCO, a novel decoding algorithm for improving long...”
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Seeing to Ground: Visual Attention for Hallucination-Resilient MDLLMs di Narnaware, Vishal, Gupta, Animesh, Zhai, Kevin, Wang, Zhenyi, Shah, Mubarak

Sommario: “... vulnerability stems from an algorithmic flaw: the decoder ranks candidate tokens based on textual likelihood...”
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Classical and quantum cyclic redundancy check codes di Ball, Simeon, Vilar, Ricard

Sommario: “... decoding algorithm. ...”
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Codes from Goppa codes di Liu, Chunlei

Sommario: “... be decoded within $O(n^2(\logn)^a)$ operations in the symbol field, which is usually much small than...”
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