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

Quantization-Free Autoregressive Action Transformer di Sheebaelhamd, Ziyad, Tschannen, Michael, Muehlebach, Michael, Vernade, Claire

Sommario: “... and train an autoregressive transformer decoder on the resulting latent code. However, the initial...”
Testo

Non-Orthogonal Time-Frequency Space Modulation di Shamsi, Mahdi, Marvasti, Farokh

Sommario: “... algorithm is also presented to efficiently decode the received signal. The proposed modulation and decoding...”
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Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask di Wang, Tianzi, Xie, Xurong, Li, Zhaoqing, Hu, Shoukang, Jin, Zengrui, Deng, Jiajun, Cui, Mingyu, Hu, Shujie, Geng, Mengzhe, Li, Guinan, Meng, Helen, Liu, Xunying

Sommario: “... algorithm is designed to leverage a dynamic fusion of CTC, AR Decoder, and AMD probabilities. Experiments...”
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Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation di Wu, Di, Gu, Jia-Chen, Yin, Fan, Peng, Nanyun, Chang, Kai-Wei

Sommario: “...%. Leveraging SynCheck, we further introduce FOD, a faithfulness-oriented decoding algorithm guided by beam...”
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MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models di Nguyen, Son The, Tulabandhula, Theja

Sommario: “... their inference-time behavior is still largely dictated by heuristic decoding strategies such as greedy search...”
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Hierarchical Verification of Speculative Beams for Accelerating LLM Inference di Sen, Jaydip, Puvvala, Harshitha, Dasgupta, Subhasis

Sommario: “.... While speculative decoding and beam sampling offer notable improvements, traditional methods verify...”
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A Global Coding Scheme for OFDM over Finite Fields di Li, Juane, Yu, Qi-yue, Abdel-Ghaffar, Khaled, Lin, Shu

Sommario: “... nonbinary global codeword is jointly decoded using parallel binary iterative soft-decision algorithms prior...”
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InversionView: A General-Purpose Method for Reading Information from Neural Activations di Huang, Xinting, Panwar, Madhur, Goyal, Navin, Hahn, Michael

Sommario: “... to practically inspect this subset by sampling from a trained decoder model conditioned on activations...”
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Soft Partitioning of Latent Space for Semantic Channel Equalization di Hüttebräucker, Tomás, Sana, Mohamed, Strinati, Emilio Calvanese

Sommario: “... semantic communications. This approach aims to align the latent spaces of an encoder and a decoder which...”
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Breaking the Attention Bottleneck di Hilsenbek, Kalle

Sommario: “... in the transformer architecture. This algorithm is only uni-directional in the decoder and converges to a static...”
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Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters di Shyam, Vasudev, Pilault, Jonathan, Shepperd, Emily, Anthony, Quentin, Millidge, Beren

Sommario: “... in parallel through a tree reduction. Our algorithm, called Tree Attention, for parallelizing exact attention...”
Testo

Lightweight Transducer Based on Frame-Level Criterion di Wan, Genshun, Wang, Mengzhi, Mao, Tingzhi, Chen, Hang, Ye, Zhongfu

Sommario: “... criterion, which uses the results of the CTC forced alignment algorithm to determine the label for each...”
Testo

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...”
Testo

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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