Résultats de la recherche - Decoding (algorithm OR algorithmssssic)

MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE par Huang, Zongle, Zhu, Lei, Zhan, Zongyuan, Hu, Ting, Mao, Weikai, Yu, Xianzhi, Liu, Yongpan, Zhang, Tianyu

Table des matières: “… current SD research primarily focuses on improving acceptance rates of algorithms, changes in workload…”
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Universal Maximum Likelihood (List) Decoding via Fast Vector-Matrix Multiplication par Ly, Hoang, Soljanin, Emina, Schleppy, Michael

Table des matières: “… product. However, our matrix construction allows the use of the Mailman algorithm to reduce this cost…”
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Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation par So, Junhyuk, Kook, Hyunho, Jang, Chaeyeon, Park, Eunhyeok

Table des matières: “…, which often requires thousands of steps to produce a single sample. While several Speculative Decoding…”
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding par Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table des matières: “… state-of-the-art (SOTA) unlearning techniques provide only limited forgetting. We propose an algorithm…”
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Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation par Russo, John S., Shiels, Thomas A., Lin, Chin-Hsuan Sophie, John, Sam E., Grayden, David B.

Table des matières: “… compared. In all MS participants, the classification algorithm achieved above 70% accuracy in at least one…”
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Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks par Gao, Mars Liyao, Williams, Jan P., Kutz, J. Nathan

Table des matières: “…. In this paper, we present Sparse Identification of Nonlinear Dynamics with SHallow REcurrent Decoder networks…”
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Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation par Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Table des matières: “… decoding, a computationally efficient greedy algorithm to solve the ECMM problem. Extensive empirical…”
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Decoding Trombetti-Zhou codes: a new syndrome-based decoding approach par Li, Chunlei, Piccirillo, Angelica, Polverino, Olga, Zullo, Ferdinando

Table des matières: “… algorithm. It is well known that a syndrome-based decoding approach relies heavily on a parity-check matrix…”
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Improved Classical and Quantum Algorithms for the Shortest Vector Problem via Bounded Distance Decoding par Aggarwal, Divesh, Chen, Yanlin, Kumar, Rajendra, Shen, Yixin

Table des matières: “…). In this paper, we present new algorithms that improve the state-of-the-art for provable classical/quantum…”
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Decoding convolutional codes over finite rings. A linear dynamical systems approach par Castañeda, Ángel Luis Muñoz, Decastro-García, Noemí, Carriegos, Miguel V.

Table des matières: “… use of this fact to present Rosenthal's decoding algorithm for these convolutional codes. When…”
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On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms par Trauger, Jacob, Tewari, Ambuj

Table des matières: “… sequences. This paper examines a few of these algorithms (greedy, lookahead, random sampling…”
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Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models par Wu, Shutong, Zhang, Jiawei

Table des matières: “… the great potential of efficient inference with parallel decoding algorithms, which enable multi-token…”
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Toward Universal Decoding of Binary Linear Block Codes via Enhanced Polar Transformations par Lin, Chien-Ying, Huang, Yu-Chih, Shieh, Shin-Lin, Chen, Po-Ning

Table des matières: “… decoding ($\mathsf{PD}^+$), a universal soft decoding algorithm that transforms any BLBC into a polar-like…”
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Check-Agnosia based Post-Processor for Message-Passing Decoding of Quantum LDPC Codes par Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Table des matières: “… decoders. To improve their performance, a post-processing algorithm is usually employed. To narrow the gap…”
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Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis par Liu, Tingyu, Huang, Jun, Weng, Chenyi

Table des matières: “… and decoding-based method for future human activity skeleton synthesis. Firstly, algorithms such as time…”
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Decoding Algorithms for Symbol-Error Correction in MDS Array Codes via Superregular Matrices par Zanitti, Débora Beatriz Claro, Teixeira, Isabella Silva, Alves, Carina, Garde, Ivan Aritz Aldaya, Benedito, Cintya Wink de Oliveira

Table des matières: “… algorithms for [n,k,d] MDS array codes, where n=m+k and d=m+1, capable of correcting symbol errors without…”
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Decoding universal cycles for t-subsets and t-multisets by decoding bounded-weight de Bruijn sequences par Gabric, Daniel, Imam, Wazed, Jones, Lukas Janik, Sawada, Joe

Table des matières: “… decoding (ranking/unranking) algorithms. In this paper we develop the first polynomial time/space decoding…”
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A Random Coding Approach to Performance Analysis of the Ordered Statistic Decoding with Local Constraints par Liang, Jifan, Ma, Xiao

Table des matières: “…) of binary linear block codes, which is a near maximum-likelihood decoding algorithm. Compared…”
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Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations par Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Table des matières: “… the algorithms on the Hamilton-Jacobi-Bellman equation, Burgers' equation, the Gray-Scott reaction-diffusion…”
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Successive-Cancellation Flip Decoding of Polar Codes Under Fixed Channel-Production Rate par Sagitov, Ilshat, Pillet, Charles, Giard, Pascal

Table des matières: “… channels under the low-complexity successive-cancellation flip (SCF) decoding algorithm. However, the SCF…”
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