Suchergebnisse - decoding (algorithm OR (Algorithmsics OR algorithmssics))

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

Inhaltsangabe: “… 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 von Gautam, Aayush, Shrestha, Susav, Reddy, Narasimha

Inhaltsangabe: “… 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 von Ye, Haotian, Jain, Himanshu, You, Chong, Suresh, Ananda Theertha, Lin, Haowei, Zou, James, Yu, Felix

Inhaltsangabe: “… 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 von Hu, Hengyuan, Das, Aniket, Sadigh, Dorsa, Anari, Nima

Inhaltsangabe: “… } (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 von Kasai, Kenta

Inhaltsangabe: “… 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 von Gong, Shukai, Fu, Yiyang, Ran, Fengyuan, Kong, Quyu, Zhou, Feng

Inhaltsangabe: “… 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 von Abbondati, Matteo, Guerrini, Eleonora, Lebreton, Romain

Inhaltsangabe: “… 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 von Xu, Muzi, Zhang, Jiaqi, Dong, Chaoqun, Zhang, Zibo, Li, Duanyang, Yi, Wentian, Zou, Miaomiao, Tang, Chenyu, Malliaras, George G., Occhipinti, Luigi G.

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

Inhaltsangabe: “… earlier methods limited to single twist at last position, we use the extended Euclidean algorithm …”
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SpecMoE: A Fast and Efficient Mixture-of-Experts Inference via Self-Assisted Speculative Decoding von Bang, Jehyeon, Cho, Eunyeong, Hwang, Ranggi, Chung, Jinha, Rhu, Minsoo

Inhaltsangabe: “… -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 von Geirnaert, Simon, Kappel, Simon L., Kidmose, Preben

Inhaltsangabe: “… 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 von Gimbert, Bastien

Inhaltsangabe: “… 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 von Kilic, Altan B., Nijsten, Anne, Pellikaan, Ruud, Ravagnani, Alberto

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

Inhaltsangabe: “… 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 von Wang, Bin, Deng, Fei, Jiang, Peifan, Wang, Shuang, Han, Xiao, Zhang, Zhixuan

Inhaltsangabe: “… 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 von Xiong, Tianyu, Wurster, Skylar W., Guo, Hanqi, Peterka, Tom, Shen, Han-Wei

Inhaltsangabe: “… 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 von Yang, Ruichen, Lévay, György M., Hunt, Christopher L., Czeiner, Dániel, Hodgson, Megan C., Agarwal, Damini, Kaliki, Rahul R., Thakor, Nitish V.

Inhaltsangabe: “… 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 von Ly, Hoang, Soljanin, Emina, Schleppy, Michael

Inhaltsangabe: “… 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 von Zhang, Yifan, Su, Zunhai, Hu, Shuhao, Yang, Rui, Wu, Wei, Qian, Yulei, Xie, Yuchen, Cai, Xunliang

Inhaltsangabe: “… 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 von Zeng, Fanqin, Hong, Feng, Yu, Geng, Zheng, Huangjie, Cao, Xiaofeng, Zhang, Ya, Han, Bo, Wang, Yanfeng, Yao, Jiangchao

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