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

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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Colour Codes Reach Surface Code Performance using Vibe Decoding di Koutsioumpas, Stergios, Noszko, Tamas, Sayginel, Hasan, Webster, Mark, Roffe, Joschka

Sommario: “... with the fact that localised statistics decoding is a parallel algorithm, makes VibeLSD suitable...”
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Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding di Choukroun, Yoni, Wolf, Lior

Sommario: “...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 di Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Sommario: “... 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 di Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Sommario: “.... The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates...”
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Extended Gabidulin-Kronecker Product Codes and Their Application to Cryptosystems di Sun, Zhe, Lau, Terry Shue Chien, Zhao, Mengying, Zhou, Zimeng, Fu, Fang-Wei

Sommario: “... a decoding algorithm that directly retrieves the codeword without recovering the error vector, thus...”
Testo

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...”
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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...”
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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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