Suchergebnisse - decoding ((Algorithmssssics OR Algorithmssssics) OR (algorithm OR (algorithm OR algorithm)))

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

Inhaltsangabe: “… algorithm is designed to leverage a dynamic fusion of CTC, AR Decoder, and AMD probabilities. Experiments …”
Volltext

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

Inhaltsangabe: “… %. Leveraging SynCheck, we further introduce FOD, a faithfulness-oriented decoding algorithm guided by beam …”
Volltext

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

Inhaltsangabe: “… their inference-time behavior is still largely dictated by heuristic decoding strategies such as greedy search …”
Volltext

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

Inhaltsangabe: “… . While speculative decoding and beam sampling offer notable improvements, traditional methods verify …”
Volltext

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

Inhaltsangabe: “… nonbinary global codeword is jointly decoded using parallel binary iterative soft-decision algorithms prior …”
Volltext

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

Inhaltsangabe: “… with the fact that localised statistics decoding is a parallel algorithm, makes VibeLSD suitable …”
Volltext

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

Inhaltsangabe: “… The design of optimal linear block codes capable of being efficiently decoded is of major concern …”
Volltext

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

Inhaltsangabe: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes …”
Volltext

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

Inhaltsangabe: “… . The classical decoding algorithms also run in logarithmic depth and use $\mathcal{O}(n \log n)$ gates …”
Volltext

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

Inhaltsangabe: “… a decoding algorithm that directly retrieves the codeword without recovering the error vector, thus …”
Volltext

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

Inhaltsangabe: “… to practically inspect this subset by sampling from a trained decoder model conditioned on activations …”
Volltext

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

Inhaltsangabe: “… semantic communications. This approach aims to align the latent spaces of an encoder and a decoder which …”
Volltext

Breaking the Attention Bottleneck von Hilsenbek, Kalle

Inhaltsangabe: “… in the transformer architecture. This algorithm is only uni-directional in the decoder and converges to a static …”
Volltext

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

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

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

Inhaltsangabe: “… criterion, which uses the results of the CTC forced alignment algorithm to determine the label for each …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext

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 …”
Volltext