Risultati della ricerca - decoding ((algorithm OR algorithmic) OR (algorithmics OR algorithmicsics))

Interpolation of Quantum Polar Codes and Quantum Reed-Muller Codes di Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Sommario: “..., though no known efficient decoding algorithm exists for them. In this work, we propose strategies...”
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Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs di Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Sommario: “...), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods...”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing di Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Sommario: “... extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method...”
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Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications di Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Sommario: “... high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we...”
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XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference di Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Sommario: “... models. However, in production inference, request batching and speculative decoding significantly amplify...”
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Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs di Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Sommario: “...), a tree-search decoding algorithm that aligns its search policy with the remaining token budget...”
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Soft-output (SO) GRAND and Iterative Decoding to Outperform LDPCs di Yuan, Peihong, Medard, Muriel, Galligan, Kevin, Duffy, Ken R.

Sommario: “... be efficiently and accurately decoded with guessing random additive noise decoding (GRAND). Performance...”
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Minimum-Weight Parity Factor Decoder for Quantum Error Correction di Wu, Yue, Li, Binghong, Chang, Kathleen, Puri, Shruti, Zhong, Lin

Sommario: “...Fast and accurate quantum error correction (QEC) decoding is crucial for scalable fault-tolerant...”
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Degeneracy Cutting: A Local and Efficient Post-Processing for Belief Propagation Decoding of Quantum Low-Density Parity-Check Codes di Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Sommario: “... decoding accuracy. For real-time decoding, the post-processing algorithm is desirable to have a small...”
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Knowledge-Aware Semantic Communication System Design and Data Allocation di Kadam, Sachin, Kim, Dong In

Sommario: “... are extracted and used for transmission. In this paper, we design an auto-encoder and auto-decoder that only...”
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Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models di Mösching, Alexandre, Li, Housen, Munk, Axel

Sommario: “... is one of the main goals in nearly all HMM based data analyses. Existing decoding algorithms...”
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Semantic Communication-assisted Physical Layer Security over Fading Wiretap Channels di Mu, Xidong, Liu, Yuanwei

Sommario: “... cancellation decoding order at the Tx, subject to both the instantaneous peak and long-term average power...”
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Efficiently constructing a quantum uniform superposition over bit strings near a binary linear code di Farhi, Edward, Jordan, Stephen P.

Sommario: “... radius $b$ is much larger than the distance out to which known classical algorithms can efficiently find...”
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An efficient solution to Hidden Markov Models on trees with coupled branches di Vafa, Farzan, Hormoz, Sahand

Sommario: “... lineage exhibit dependent characteristics. We develop a dynamic programming algorithm that efficiently...”
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Factorial Series Representation of Stieltjes Series Converging Factors di Borghi, Riccardo

Sommario: “... from being satisfactory and particularly bad as far as the decoding of factorially divergent series...”
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LLM Circuit Analyses Are Consistent Across Training and Scale di Tigges, Curt, Hanna, Michael, Yu, Qinan, Biderman, Stella

Sommario: “... as circuits, emerge and evolve across 300 billion tokens of training in decoder-only LLMs, in models ranging...”
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Restoring Super-High Resolution GPS Mobility Data di Yonekura, Haruki, Ozeki, Ren, Rizk, Hamada, Yamaguchi, Hirozumi

Sommario: “... with privacy preservation in mobility applications. The system integrates transformer-based encoder-decoder...”
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Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model di Kim, Sung-Jin, Lee, Dae-Hyeok, Han, Hyeon-Taek

Sommario: “... human intentions. Therefore, recent research has focused on decoding human intentions from EEG signals...”
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LHPF: Look back the History and Plan for the Future in Autonomous Driving di Wang, Sheng, Tian, Yao, Mei, Xiaodong, Sun, Ge, Cheng, Jie, Ma, Fulong, Sander, Pedro V., Liang, Junwei

Sommario: “..., making effective planning imperative. Current imitation learning-based planning algorithms often merge...”
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FlexScatter: Predictive Scheduling and Adaptive Rateless Coding for Wi-Fi Backscatter Communications in Dynamic Traffic Conditions di He, Xin, Xie, Jingwen, Zhang, Aohua, Jiang, Weiwei, Zhu, Yujun, Matsumoto, Tad

Sommario: “...-density parity-check (LDPC) and fountain codes, a novel coding and decoding algorithm is developed, which...”
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