Resultados de búsqueda - decoding (Algorithmssssics OR (algorithm OR (algorithm OR (algorithmicsics OR algorithm))))

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask por Wang, Tianzi, Xie, Xurong, Li, Zhaoqing, Hu, Shoukang, Jin, Zengrui, Deng, Jiajun, Cui, Mingyu, Hu, Shujie, Geng, Mengzhe, Li, Guinan, Meng, Helen, Liu, Xunying

Tabla de Contenidos: “… algorithm is designed to leverage a dynamic fusion of CTC, AR Decoder, and AMD probabilities. Experiments…”
Enlace del recurso

Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation por Wu, Di, Gu, Jia-Chen, Yin, Fan, Peng, Nanyun, Chang, Kai-Wei

Tabla de Contenidos: “…%. Leveraging SynCheck, we further introduce FOD, a faithfulness-oriented decoding algorithm guided by beam…”
Enlace del recurso

MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models por Nguyen, Son The, Tulabandhula, Theja

Tabla de Contenidos: “… their inference-time behavior is still largely dictated by heuristic decoding strategies such as greedy search…”
Enlace del recurso

Hierarchical Verification of Speculative Beams for Accelerating LLM Inference por Sen, Jaydip, Puvvala, Harshitha, Dasgupta, Subhasis

Tabla de Contenidos: “…. While speculative decoding and beam sampling offer notable improvements, traditional methods verify…”
Enlace del recurso

A Global Coding Scheme for OFDM over Finite Fields por Li, Juane, Yu, Qi-yue, Abdel-Ghaffar, Khaled, Lin, Shu

Tabla de Contenidos: “… nonbinary global codeword is jointly decoded using parallel binary iterative soft-decision algorithms prior…”
Enlace del recurso

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

Tabla de Contenidos: “… with the fact that localised statistics decoding is a parallel algorithm, makes VibeLSD suitable…”
Enlace del recurso

Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding por Choukroun, Yoni, Wolf, Lior

Tabla de Contenidos: “…The design of optimal linear block codes capable of being efficiently decoded is of major concern…”
Enlace del recurso

Automatic Task Detection and Heterogeneous LLM Speculative Decoding por Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Tabla de Contenidos: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes…”
Enlace del recurso

Linear-Time Encodable and Decodable Quantum Error-Correcting Codes por Wills, Adam, Lin, Ting-Chun, Zhang, Rachel Yun, Hsieh, Min-Hsiu

Tabla de Contenidos: “…. The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates…”
Enlace del recurso

Extended Gabidulin-Kronecker Product Codes and Their Application to Cryptosystems por Sun, Zhe, Lau, Terry Shue Chien, Zhao, Mengying, Zhou, Zimeng, Fu, Fang-Wei

Tabla de Contenidos: “… a decoding algorithm that directly retrieves the codeword without recovering the error vector, thus…”
Enlace del recurso

InversionView: A General-Purpose Method for Reading Information from Neural Activations por Huang, Xinting, Panwar, Madhur, Goyal, Navin, Hahn, Michael

Tabla de Contenidos: “… to practically inspect this subset by sampling from a trained decoder model conditioned on activations…”
Enlace del recurso

Soft Partitioning of Latent Space for Semantic Channel Equalization por Hüttebräucker, Tomás, Sana, Mohamed, Strinati, Emilio Calvanese

Tabla de Contenidos: “… semantic communications. This approach aims to align the latent spaces of an encoder and a decoder which…”
Enlace del recurso

Breaking the Attention Bottleneck por Hilsenbek, Kalle

Tabla de Contenidos: “… in the transformer architecture. This algorithm is only uni-directional in the decoder and converges to a static…”
Enlace del recurso

Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters por Shyam, Vasudev, Pilault, Jonathan, Shepperd, Emily, Anthony, Quentin, Millidge, Beren

Tabla de Contenidos: “… in parallel through a tree reduction. Our algorithm, called Tree Attention, for parallelizing exact attention…”
Enlace del recurso

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

Tabla de Contenidos: “… criterion, which uses the results of the CTC forced alignment algorithm to determine the label for each…”
Enlace del recurso

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

Tabla de Contenidos: “… decoding technique that utilises a Viterbi-based algorithm to select the optimal sequence of generated…”
Enlace del recurso

Token-Driven GammaTune: Adaptive Calibration for Enhanced Speculative Decoding por Gautam, Aayush, Shrestha, Susav, Reddy, Narasimha

Tabla de Contenidos: “…Speculative decoding accelerates large language model (LLM) inference by using a smaller draft…”
Enlace del recurso

Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models por Ye, Haotian, Jain, Himanshu, You, Chong, Suresh, Ananda Theertha, Lin, Haowei, Zou, James, Yu, Felix

Tabla de Contenidos: “… standards, or conforming to specialized formatting styles. To control the generation, constrained decoding…”
Enlace del recurso

Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation por Hu, Hengyuan, Das, Aniket, Sadigh, Dorsa, Anari, Nima

Tabla de Contenidos: “…} (ASD), an extension of the widely used speculative decoding algorithm to DDPMs that does not require…”
Enlace del recurso

Quantum Error Correction Exploiting Degeneracy to Approach the Hashing Bound por Kasai, Kenta

Tabla de Contenidos: “… due to their structured sparsity and compatibility with iterative decoding algorithms whose…”
Enlace del recurso