Risultati della ricerca - Decoding (algorithm OR (algorithmics OR (algorithmicsics OR algorithmssicsics)))

Encoding and Decoding Algorithms of ANS Variants and Evaluation of Their Average Code Lengths di Yamamoto, Hirosuke, Iwata, Ken-ichi

Sommario: “... algorithms of the ANS, and theoretically analyzes the average code length achievable by the ANS. ...”
Testo

Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding di Thomas, Rahul, Kitanovski, Teo, Goldblum, Micah, Pal, Arka

Sommario: “... cheaper draft model to generate a draft tree of tokens, and then applies a verification algorithm...”
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A New Construction of Non-Binary Deletion Correcting Codes and their Decoding di Schaller, Michael, Toesca, Beatrice, Vu, Van Khu

Sommario: “... algorithm. We also show that, for a certain regime of parameters, our constructed codes have size larger...”
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Decoding Golay Codes and their Related Lattices: A PAC Code Perspective di Ji, Yujun, Liu, Ling, Lyu, Shanxiang, Chen, Chao, Dai, Tao, Bai, Baoming

Sommario: “... result in an efficient parallel list decoding algorithm with near-maximum likelihood performance...”
Testo

Tensor Reed-Muller Codes: Achieving Capacity with Quasilinear Decoding Time di Abbe, Emmanuel, Sandon, Colin, Sprumont, Oscar

Sommario: “... polynomial-time algorithm for decoding an arbitrary tensor code $C=C_1\otimes\dotsc\otimes C_t$ from $\frac{d...”
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Decoding Human Preferences in Alignment: An Improved Approach to Inverse Constitutional AI di Henneking, Carl-Leander, Beger, Claas

Sommario: “.... Building on this, we refine the Inverse Constitutional AI (ICAI) algorithm, which extracts constitutions...”
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Physics-Aware Decoding for Communication Channels Governed by Partial Differential Equations di Wadayama, Tadashi, Igarashi, Koji, Takahashi, Takumi

Sommario: “... gradient descent-based error correcting algorithms with PDE-based channel modeling using differentiable PDE...”
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Token-Driven GammaTune: Adaptive Calibration for Enhanced Speculative Decoding di Gautam, Aayush, Shrestha, Susav, Reddy, Narasimha

Sommario: “... \textit{GammaTune} and \textit{GammaTune+}, training-free adaptive algorithms that dynamically adjust...”
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Union-Intersection Union-Find for Decoding Depolarizing Errors in Topological Codes di Lin, Tzu-Hao, Lai, Ching-Yi

Sommario: “...In this paper, we introduce the Union-Intersection Union-Find (UIUF) algorithm for decoding...”
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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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Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling di Hao, Yongchang, Mou, Lili

Sommario: “... the verifier encodes critical information. In this work, we formalize the speculative sampling algorithm...”
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Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies di Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Sommario: “..., programming, and long-context tasks, our algorithms demonstrate significant speedups of up to 2.8x over...”
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WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection di Xu, Hainan, Bataev, Vladimir, Grigoryan, Lilit, Ginsburg, Boris

Sommario: “... sequential approach while maintaining identical Word Error Rate (WER) performance. Our beam-search algorithm...”
Testo

LightBeam: An Accurate and Memory-Efficient CTC Decoder for Speech Neuroprostheses di Feghhi, Ebrahim, Hu, Junlin, Hadidi, Nima, Kao, Jonathan C.

Sommario: “... and '25, released intracranial recordings from patients with dysarthria along with a baseline algorithm...”
Testo

CharED: Character-wise Ensemble Decoding for Large Language Models di Gu, Kevin, Tuecke, Eva, Katz, Dmitriy, Horesh, Raya, Alvarez-Melis, David, Yurochkin, Mikhail

Sommario: “... consuming and computationally expensive. We therefore present an inference-time ensembling algorithm aimed...”
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Sequential Decoding of Multiple Traces Over the Syndrome Trellis for Synchronization Errors di Banerjee, Anisha, Welter, Lorenz, Amat, Alexandre Graell i, Wachter-Zeh, Antonia, Rosnes, Eirik

Sommario: “...Standard decoding approaches for convolutional codes, such as the Viterbi and BCJR algorithms...”
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Evolutionary BP+OSD Decoding for Low-Latency Quantum Error Correction di Kwak, Hee-Youl, Park, Seong-Joon, Jung, Hyunwoo, Ha, Jeongseok, Kim, Jae-Won

Sommario: “... an evolutionary BP (EBP) decoder optimized via a differential evolution (DE) algorithm. By leveraging the gradient...”
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Simple, Efficient, and Generic Post-Selection Decoding for qLDPC codes di Xie, Haipeng, Yoshioka, Nobuyuki, Tsubouchi, Kento, Li, Ying

Sommario: “... for practical algorithms remains challenging on existing hardware. Here we introduce argument reweighting, a...”
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Decoding Machine Translationese in English-Chinese News: LLMs vs. NMTs di Kong, Delu, Macken, Lieve

Sommario: “.... Then, a chi-square ranking algorithm is applied for feature selection in both classification...”
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Low-Complexity Block-Based Decoding Algorithms for Short Block Channels di Sy, Mody, Knopp, Raymond

Sommario: “...This paper presents low-complexity block-based encoding and decoding algorithms for short block...”
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