Risultati della ricerca - decoding ((algorithm OR (algorithmics OR algorithmics)) OR (algorithmics OR Algorithmssics))

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

Sommario: “...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 di Kositwattanarerk, Wittawat, Matthews, Gretchen L., McMillon, Emily, Yutitumsatit, Tunchanok

Sommario: “... 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 di Zandieh, Amir, Han, Insu, Mirrokni, Vahab, Karbasi, Amin

Sommario: “... 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 di Ok, Hyunjong, Ryu, Jegwang, Lee, Jaeho

Sommario: “... 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 di Patel, Sarvar, Persiano, Giuseppe, Seo, Joon Young, Yeo, Kevin

Sommario: “... 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 di Kanaan, Linda, Amis, Karine, Guilloud, Frédéric, Chauvat, Rémi

Sommario: “... (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 di Cavalcante, Renato Luis Garrido, Ain, Noor Ul, Miretti, Lorenzo, Stanczak, Slawomir

Sommario: “...) 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 di Xiao, Sibo, Fu, Jinyuan, Xie, Zhongle, Shou, Lidan

Sommario: “... 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 di Sridhar, Aditya, Sinnadurai, Nish, Lie, Sean, Thangarasa, Vithursan

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

Sommario: “... 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 di Cao, Hanyan, Yan, Ge, Du, Yuxuan, Pan, Feng

Sommario: “..., 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 di Sudevan, Vidya, Zayer, Fakhreddine, Kausar, Rizwana, Javed, Sajid, Karki, Hamad, De Masi, Giulia, Dias, Jorge

Sommario: “... 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 di Yang, Jingyi, Chen, Guanxu, Hu, Xuhao, Shao, Jing

Sommario: “... 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 di von Bank, Alexander, Edelmann, Eike-Manuel, Miao, Sisi, Mandelbaum, Jonathan, Schmalen, Laurent

Sommario: “... 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 di Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Sommario: “...-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 di 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

Sommario: “... 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 di Pynadath, Patrick, Zhang, Ruqi

Sommario: “... 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 di Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Sommario: “... 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 di Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Sommario: “... 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 di Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

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