Risultati della ricerca - decoding (Algorithmssssic OR algorithm)

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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A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech di Geirnaert, Simon, Kappel, Simon L., Kidmose, Preben

Sommario: “... hearing devices aim to overcome this limitation by decoding the listener's auditory attention from neural...”
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SPRITETOMESH: Automatic Mesh Generation for 2D Skeletal Animation Using Learned Segmentation and Contour-Aware Vertex Placement di Gimbert, Bastien

Sommario: “... this through a hybrid learned-algorithmic approach. A segmentation network (EfficientNet-B0 encoder with U-Net...”
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Knot Theory and Error-Correcting Codes di Kilic, Altan B., Nijsten, Anne, Pellikaan, Ruud, Ravagnani, Alberto

Sommario: “... parameters and an efficient decoding algorithm. ...”
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Language Model Sentence Completion with a Parser-Driven Rhetorical Control Method di Zingale, Joshua, Kalita, Jugal

Sommario: “... that conforms to desired criteria. The current study presents a novel CTG algorithm that enforces adherence...”
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WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion di Wang, Bin, Deng, Fei, Jiang, Peifan, Wang, Shuang, Han, Xiao, Zhang, Zhixuan

Sommario: “... algorithms have been developed, primarily using Convolutional Neural Networks (CNNs) or Transformer Networks...”
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Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network di Xiong, Tianyu, Wurster, Skylar W., Guo, Hanqi, Peterka, Tom, Shen, Han-Wei

Sommario: “... in the absence of ground truth data. We propose a parameter-efficient multi-decoder SRN (MDSRN) ensemble...”
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Visual Feedback of Pattern Separability Improves Myoelectric Decoding Performance of Upper Limb Prostheses di Yang, Ruichen, Lévay, György M., Hunt, Christopher L., Czeiner, Dániel, Hodgson, Megan C., Agarwal, Damini, Kaliki, Rahul R., Thakor, Nitish V.

Sommario: “... into the decoder's classification space, providing intuitive, real-time insight into PR algorithm behavior...”
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Universal Maximum Likelihood (List) Decoding via Fast Vector-Matrix Multiplication di Ly, Hoang, Soljanin, Emina, Schleppy, Michael

Sommario: “...Maximum-likelihood (ML) decoding for arbitrary block codes remains fundamentally hard, with worst...”
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SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining di Zhang, Yifan, Su, Zunhai, Hu, Shuhao, Yang, Rui, Wu, Wei, Qian, Yulei, Xie, Yuchen, Cai, Xunliang

Sommario: “... integration into the decoding phase of the DeepSeek Multi-head Latent Attention (MLA) architecture presents...”
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Roll Out and Roll Back: Diffusion LLMs are Their Own Efficiency Teachers di Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

Sommario: “... still face a severe quality-speed trade-off: accelerating decoding by revealing multiple tokens often...”
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