Suchergebnisse - decoding ((algorithmics OR algorithmicics) OR (algorithm OR (algorithm OR algorithm)))

Shortened Polar Codes under Automorphism Ensemble Decoding von Pillet, Charles, Sagitov, Ilshat, Bioglio, Valerio, Giard, Pascal

Inhaltsangabe: “… In this paper, we propose a low-latency decoding solution of shortened polar codes based …”
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Pseudocodewords of quantum, quasi-cyclic, and spatially-coupled LDPC codes: a fundamental cone perspective von Kositwattanarerk, Wittawat, Matthews, Gretchen L., McMillon, Emily, Yutitumsatit, Tunchanok

Inhaltsangabe: “… of the code and the particular decoding algorithm used. In this paper, we consider LP decoding, which has been …”
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SubGen: Token Generation in Sublinear Time and Memory von Zandieh, Amir, Han, Insu, Mirrokni, Vahab, Karbasi, Amin

Inhaltsangabe: “… on values. The result is a provably accurate and efficient attention decoding algorithm, termed SubGen …”
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Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher von Ok, Hyunjong, Ryu, Jegwang, Lee, Jaeho

Inhaltsangabe: “… there is no restriction on the number of LLM supervisions one can use, giving birth to many decoding algorithms …”
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Differentially Private Set Representations von Patel, Sarvar, Persiano, Giuseppe, Seo, Joon Young, Yeo, Kevin

Inhaltsangabe: “… representation is $O(k \log(1/δ))$ while decoding time is $O(\log(1/δ))$. We also present a second algorithm …”
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Application of the List Viterbi Algorithm for Satellite-based AIS Detection von Kanaan, Linda, Amis, Karine, Guilloud, Frédéric, Chauvat, Rémi

Inhaltsangabe: “… (PLVA) instead of the classical Viterbi algorithm (VA) often used for decoding AIS signals …”
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Beyond the Use-and-then-Forget (UatF) Bound: Fixed Point Algorithms for Statistical Max-Min Power Control von Cavalcante, Renato Luis Garrido, Ain, Noor Ul, Miretti, Lorenzo, Stanczak, Slawomir

Inhaltsangabe: “… ) at the decoder. In doing so, we address limitations of UatF-based power control algorithms, which inherit …”
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TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs von Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Inhaltsangabe: “… propose the algorithm TokenTiming for universal speculative decoding. It operates by re-encoding the draft …”
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TapOut: A Bandit-Based Approach to Dynamic Speculative Decoding von Sridhar, Aditya, Sinnadurai, Nish, Lie, Sean, Thangarasa, Vithursan

Inhaltsangabe: “… Speculative decoding accelerates LLMs by using a lightweight draft model to generate tokens …”
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Batch Speculative Decoding Done Right von Zhang, Ranran Haoran, Dey, Soumik, Mishra, Ashirbad, Wu, Hansi, Li, Binbin, Zhang, Rui

Inhaltsangabe: “… speculative decoding must satisfy, (2) present EQSPEC, the first algorithm that guarantees output equivalence …”
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Maximum Likelihood Decoding of Quantum Error Correction Codes von Cao, Hanyan, Yan, Ge, Du, Yuxuan, Pan, Feng

Inhaltsangabe: “… , yet its effectiveness hinges critically on the classical decoding algorithm that interprets noisy …”
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Underwater Image Enhancement by Convolutional Spiking Neural Networks von Sudevan, Vidya, Zayer, Fakhreddine, Kausar, Rizwana, Javed, Sajid, Karki, Hamad, De Masi, Giulia, Dias, Jorge

Inhaltsangabe: “… algorithm to improve visibility of underwater images. UIE-SNN is a 19- layered convolutional spiking encoder …”
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Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Step von Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Inhaltsangabe: “… to autoregressive (AR) language models, offering properties such as parallel decoding, flexible generation orders …”
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Spiking Neural Belief Propagation Decoder for Short Block Length LDPC Codes von von Bank, Alexander, Edelmann, Eike-Manuel, Miao, Sisi, Mandelbaum, Jonathan, Schmalen, Laurent

Inhaltsangabe: “… due to their event-based nature. This paper proposes a novel decoding algorithm for low-density parity …”
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High-order Joint Constituency and Dependency Parsing von Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Inhaltsangabe: “… -hoc dynamic programming-based decoding algorithm of $O(n^5)$ time complexity for finding optimal …”
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InfAlign: Inference-aware language model alignment von Balashankar, Ananth, Sun, Ziteng, Berant, Jonathan, Eisenstein, Jacob, Collins, Michael, Hutter, Adrian, Lee, Jong, Nagpal, Chirag, Prost, Flavien, Sinha, Aradhana, Suresh, Ananda Theertha, Beirami, Ahmad

Inhaltsangabe: “… are increasingly using inference-time algorithms (e.g., Best-of-N, controlled decoding, tree search) to decode from …”
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Controlled LLM Decoding via Discrete Auto-regressive Biasing von Pynadath, Patrick, Zhang, Ruqi

Inhaltsangabe: “… controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain …”
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Properties and Decoding of Twisted GRS Codes and Their Extensions von Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Inhaltsangabe: “… code. Addressing the second problem, we present an explicit decoding algorithm for ETGRS codes …”
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Encoder-Decoder Diffusion Language Models for Efficient Training and Inference von Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Inhaltsangabe: “… approaches. However, prior diffusion models use a decoder-only architecture, which requires sampling …”
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SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces von Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Inhaltsangabe: “… to their efficiency and portability; however, their decoding algorithms still face multiple challenges, including …”
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