Risultati della ricerca - Decoding algorithm

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

Sommario: “... 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 di Ly, Hoang, Soljanin, Emina, Schleppy, Michael

Sommario: “... 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 di So, Junhyuk, Kook, Hyunho, Jang, Chaeyeon, Park, Eunhyeok

Sommario: “..., 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 di Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Sommario: “... 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 di Russo, John S., Shiels, Thomas A., Lin, Chin-Hsuan Sophie, John, Sam E., Grayden, David B.

Sommario: “... 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 di Gao, Mars Liyao, Williams, Jan P., Kutz, J. Nathan

Sommario: “.... 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 di Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Sommario: “... 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 di Li, Chunlei, Piccirillo, Angelica, Polverino, Olga, Zullo, Ferdinando

Sommario: “... 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 di Aggarwal, Divesh, Chen, Yanlin, Kumar, Rajendra, Shen, Yixin

Sommario: “...). 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 di Castañeda, Ángel Luis Muñoz, Decastro-García, Noemí, Carriegos, Miguel V.

Sommario: “... 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 di Trauger, Jacob, Tewari, Ambuj

Sommario: “... 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 di Wu, Shutong, Zhang, Jiawei

Sommario: “... 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 di Lin, Chien-Ying, Huang, Yu-Chih, Shieh, Shin-Lin, Chen, Po-Ning

Sommario: “... 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 di Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Sommario: “... 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 di Liu, Tingyu, Huang, Jun, Weng, Chenyi

Sommario: “... 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 di Zanitti, Débora Beatriz Claro, Teixeira, Isabella Silva, Alves, Carina, Garde, Ivan Aritz Aldaya, Benedito, Cintya Wink de Oliveira

Sommario: “... 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 di Gabric, Daniel, Imam, Wazed, Jones, Lukas Janik, Sawada, Joe

Sommario: “... 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 di Liang, Jifan, Ma, Xiao

Sommario: “...) 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 di Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Sommario: “... 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 di Sagitov, Ilshat, Pillet, Charles, Giard, Pascal

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