Résultats de la recherche - decoding ((algorithmics OR Algorithmssssics) OR (algorithm OR algorithm))

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

Table des matières: “…, though no known efficient decoding algorithm exists for them. In this work, we propose strategies…”
Accéder au texte intégral

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs par Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Table des matières: “…), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods…”
Accéder au texte intégral

From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing par Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Table des matières: “… extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method…”
Accéder au texte intégral

Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications par Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Table des matières: “… high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we…”
Accéder au texte intégral

XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference par Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Table des matières: “… models. However, in production inference, request batching and speculative decoding significantly amplify…”
Accéder au texte intégral

Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs par Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Table des matières: “…), a tree-search decoding algorithm that aligns its search policy with the remaining token budget…”
Accéder au texte intégral

Soft-output (SO) GRAND and Iterative Decoding to Outperform LDPCs par Yuan, Peihong, Medard, Muriel, Galligan, Kevin, Duffy, Ken R.

Table des matières: “… be efficiently and accurately decoded with guessing random additive noise decoding (GRAND). Performance…”
Accéder au texte intégral

Minimum-Weight Parity Factor Decoder for Quantum Error Correction par Wu, Yue, Li, Binghong, Chang, Kathleen, Puri, Shruti, Zhong, Lin

Table des matières: “…Fast and accurate quantum error correction (QEC) decoding is crucial for scalable fault-tolerant…”
Accéder au texte intégral

Degeneracy Cutting: A Local and Efficient Post-Processing for Belief Propagation Decoding of Quantum Low-Density Parity-Check Codes par Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Table des matières: “… decoding accuracy. For real-time decoding, the post-processing algorithm is desirable to have a small…”
Accéder au texte intégral

Knowledge-Aware Semantic Communication System Design and Data Allocation par Kadam, Sachin, Kim, Dong In

Table des matières: “… are extracted and used for transmission. In this paper, we design an auto-encoder and auto-decoder that only…”
Accéder au texte intégral

Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models par Mösching, Alexandre, Li, Housen, Munk, Axel

Table des matières: “… is one of the main goals in nearly all HMM based data analyses. Existing decoding algorithms…”
Accéder au texte intégral

Semantic Communication-assisted Physical Layer Security over Fading Wiretap Channels par Mu, Xidong, Liu, Yuanwei

Table des matières: “… cancellation decoding order at the Tx, subject to both the instantaneous peak and long-term average power…”
Accéder au texte intégral

Efficiently constructing a quantum uniform superposition over bit strings near a binary linear code par Farhi, Edward, Jordan, Stephen P.

Table des matières: “… radius $b$ is much larger than the distance out to which known classical algorithms can efficiently find…”
Accéder au texte intégral

An efficient solution to Hidden Markov Models on trees with coupled branches par Vafa, Farzan, Hormoz, Sahand

Table des matières: “… lineage exhibit dependent characteristics. We develop a dynamic programming algorithm that efficiently…”
Accéder au texte intégral

Factorial Series Representation of Stieltjes Series Converging Factors par Borghi, Riccardo

Table des matières: “… from being satisfactory and particularly bad as far as the decoding of factorially divergent series…”
Accéder au texte intégral

LLM Circuit Analyses Are Consistent Across Training and Scale par Tigges, Curt, Hanna, Michael, Yu, Qinan, Biderman, Stella

Table des matières: “… as circuits, emerge and evolve across 300 billion tokens of training in decoder-only LLMs, in models ranging…”
Accéder au texte intégral

Restoring Super-High Resolution GPS Mobility Data par Yonekura, Haruki, Ozeki, Ren, Rizk, Hamada, Yamaguchi, Hirozumi

Table des matières: “… with privacy preservation in mobility applications. The system integrates transformer-based encoder-decoder…”
Accéder au texte intégral

Dataset Refinement for Improving the Generalization Ability of the EEG Decoding Model par Kim, Sung-Jin, Lee, Dae-Hyeok, Han, Hyeon-Taek

Table des matières: “… human intentions. Therefore, recent research has focused on decoding human intentions from EEG signals…”
Accéder au texte intégral

LHPF: Look back the History and Plan for the Future in Autonomous Driving par Wang, Sheng, Tian, Yao, Mei, Xiaodong, Sun, Ge, Cheng, Jie, Ma, Fulong, Sander, Pedro V., Liang, Junwei

Table des matières: “…, making effective planning imperative. Current imitation learning-based planning algorithms often merge…”
Accéder au texte intégral

FlexScatter: Predictive Scheduling and Adaptive Rateless Coding for Wi-Fi Backscatter Communications in Dynamic Traffic Conditions par He, Xin, Xie, Jingwen, Zhang, Aohua, Jiang, Weiwei, Zhu, Yujun, Matsumoto, Tad

Table des matières: “…-density parity-check (LDPC) and fountain codes, a novel coding and decoding algorithm is developed, which…”
Accéder au texte intégral