Risultati della ricerca - Decoding (algorithm OR algorithmicsics)

Deep-Learning-Aided Successive Cancellation List Flip Decoding for Polar Codes di Liang, Fu-Siang, Lu, Shan, Ueng, Yeong-Luh

Sommario: “... on infinite code length. The Successive Cancellation List Flip (SCLF) decoding algorithm was proposed...”
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Decoding Algorithms for Two-dimensional Constacyclic Codes over $\mathbb{F}_q$ di Sagar, Vidya, Patel, Shikha, Garani, Shayan Srinivasa

Sommario: “... present an algorithm to detect the location of 2-D errors. Further, we also propose decoding algorithms...”
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A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers di Huang, Chenyang, Zhou, Hao, Jen, Cameron, Zheng, Kangjie, Zaïane, Osmar R., Mou, Lili

Sommario: “... decoding algorithm based on the Directed Acyclic Transformer (DAT). Our approach allows for multiple...”
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Optimally Decoding Two-Dimensional Reed-Solomon Codes Against Deletion Errors di Singhvi, Shubhransh

Sommario: “... been the focus of several recent studies. However, efficient decoding algorithms for such codes have...”
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Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches di Elbaz, Dan, Salzman, Oren

Sommario: “...Offline Reinforcement Learning (RL) algorithms learn a policy using a fixed training dataset, which...”
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Movable Antenna Aided NOMA: Joint Antenna Positioning, Precoding, and Decoding Design di Xiao, Zhenyu, Li, Zhe, Zhu, Lipeng, Ning, Boyu, da Costa, Daniel Benevides, Xia, Xiang-Gen, Zhang, Rui

Sommario: “... two-loop iterative optimization algorithm that combines the hippopotamus optimization (HO) method...”
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Time-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding di Feghhi, Ebrahim, Kaasyap, Shreyas, Hadidi, Nima, Kao, Jonathan C.

Sommario: “... speech directly from neural activity. To accelerate algorithmic progress, a recent benchmark released...”
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Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network di Bausch, Johannes, Senior, Andrew W, Heras, Francisco J H, Edlich, Thomas, Davies, Alex, Newman, Michael, Jones, Cody, Satzinger, Kevin, Niu, Murphy Yuezhen, Blackwell, Sam, Holland, George, Kafri, Dvir, Atalaya, Juan, Gidney, Craig, Hassabis, Demis, Boixo, Sergio, Neven, Hartmut, Kohli, Pushmeet

Sommario: “... quantum error-correction code. Our decoder outperforms state-of-the-art algorithmic decoders on real-world...”
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A Comparative Study of Ensemble Decoding Methods for Short Length LDPC Codes di Krieg, Felix, Clausius, Jannis, Geiselhart, Marvin, Brink, Stephan ten

Sommario: “... parity-check (LDPC) codes, a plethora of improved decoding algorithms has been proposed over the last two...”
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Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models di Kempton, Tom, Burrell, Stuart

Sommario: “... for language models by expressing popular decoding algorithms as equilibrium states in the language of ergodic...”
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Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models di Mösching, Alexandre, Li, Housen, Munk, Axel

Sommario: “... process -- a noisy version of the hidden chain. Decoding the original signal from the noisy observations...”
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ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding di Zhong, Shuzhang, Yang, Zebin, Li, Meng, Gong, Ruihao, Wang, Runsheng, Huang, Ru

Sommario: “... verification efficiency. Additionally, it introduces a dynamic token tree generation algorithm to balance...”
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A new approach to the Berlekamp-Massey-Sakata Algorithm. Improving Locator Decoding di Bernal, José Joaquín, Simón, Juan Jacobo

Sommario: “... algorithm is exactly a Groebner basis for the mentioned ideal. Then, we apply these results to improve...”
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List Decoding Expander-Based Codes up to Capacity in Near-Linear Time di Srivastava, Shashank, Tulsiani, Madhur

Sommario: “... of codes based on spectral expanders. Using existing algorithms for computing regularity decompositions...”
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Optimum 1-Step Majority-Logic Decoding of Binary Reed-Muller Codes di Ly, Hoang, Soljanin, Emina

Sommario: “.... Several follow-up decoding algorithms reduced the number of steps, but for a limited set of parameters...”
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Adaptive Step Sizes and Implicit Regularization: Decoding the Generalization Landscape of Gradient Optimizers di Revista, Zen, IA, 10

Sommario: “... to the efficacy of gradient-based optimization algorithms. Among these, adaptive step size methods like Adam...”
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EVA: Recasting LLM Decoding into GEMM via an Efficient Vector Quantization Architecture di Duan, Bowen, Guo, Cong, Wei, Chiyue, Shan, Haoxuan, Fu, Yuzhe, Chen, Xinhua, Xu, Yifan, Zhang, Ziyue, Zhou, Changchun, Li, Hai, Chen, Yiran

Sommario: “... and artifacts for the ISCA 2026 paper "EVA: Recasting LLM Decoding into GEMM via an Efficient Vector...”
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Decoding the Black Box: Discerning AI Rhetorics About and Through Poetic Prompting di Edgar, P. D., Hall, Alia

Sommario: “...Prompt engineering has emerged as a useful way studying the algorithmic tendencies and biases...”
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Spiking Neural Belief Propagation Decoder for Short Block Length LDPC Codes di von Bank, Alexander, Edelmann, Eike-Manuel, Miao, Sisi, Mandelbaum, Jonathan, Schmalen, Laurent

Sommario: “... due to their event-based nature. This paper proposes a novel decoding algorithm for low-density parity...”
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Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR di Segal-Feldman, Yael, Shamsian, Aviv, Navon, Aviv, Hetz, Gill, Keshet, Joseph

Sommario: “... to improve performance, including efficient hardware utilization and algorithmic enhancements. In this paper...”
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