Search Results - (endecoding OR Decoding) ((algorithmics OR algorithm) OR (algorithm OR (algorithm OR algorithm)))

Fast-Decoding Diffusion Language Models via Progress-Aware Confidence Schedules by Mohamed, Amr, Zhang, Yang, Vazirgiannis, Michalis, Shang, Guokan

Table of Contents: “…-agnostic early-exit algorithm that aggregates full-span logit margins and halts decoding once a smooth…”
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On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms by Trauger, Jacob, Tewari, Ambuj

Table of Contents: “… sequences. This paper examines a few of these algorithms (greedy, lookahead, random sampling…”
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Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass by Shen, Ethan, Fan, Alan, Pratt, Sarah M., Park, Jae Sung, Wallingford, Matthew, Kakade, Sham M., Holtzman, Ari, Krishna, Ranjay, Farhadi, Ali, Kusupati, Aditya

Table of Contents: “… the computation cost of running $k$ inference passes, we propose Superposed Decoding, a new decoding algorithm…”
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MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE by Huang, Zongle, Zhu, Lei, Zhan, Zongyuan, Hu, Ting, Mao, Weikai, Yu, Xianzhi, Liu, Yongpan, Zhang, Tianyu

Table of Contents: “… 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 by Ly, Hoang, Soljanin, Emina, Schleppy, Michael

Table of Contents: “… 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 by So, Junhyuk, Kook, Hyunho, Jang, Chaeyeon, Park, Eunhyeok

Table of Contents: “…, 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 by Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table of Contents: “… 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 by Russo, John S., Shiels, Thomas A., Lin, Chin-Hsuan Sophie, John, Sam E., Grayden, David B.

Table of Contents: “… 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 by Gao, Mars Liyao, Williams, Jan P., Kutz, J. Nathan

Table of Contents: “…. 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 by Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Table of Contents: “… 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 by Li, Chunlei, Piccirillo, Angelica, Polverino, Olga, Zullo, Ferdinando

Table of Contents: “… algorithm. It is well known that a syndrome-based decoding approach relies heavily on a parity-check matrix…”
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Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models by Wu, Shutong, Zhang, Jiawei

Table of Contents: “… 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 by Lin, Chien-Ying, Huang, Yu-Chih, Shieh, Shin-Lin, Chen, Po-Ning

Table of Contents: “… 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 by Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Table of Contents: “… 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 by Liu, Tingyu, Huang, Jun, Weng, Chenyi

Table of Contents: “… 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 by Zanitti, Débora Beatriz Claro, Teixeira, Isabella Silva, Alves, Carina, Garde, Ivan Aritz Aldaya, Benedito, Cintya Wink de Oliveira

Table of Contents: “… 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 by Gabric, Daniel, Imam, Wazed, Jones, Lukas Janik, Sawada, Joe

Table of Contents: “… 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 by Liang, Jifan, Ma, Xiao

Table of Contents: “…) 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 by Chen, Yuan, Khaliq, Abdul, Furati, Khaled M.

Table of Contents: “… 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 by Sagitov, Ilshat, Pillet, Charles, Giard, Pascal

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