Risultati della ricerca - Decoding (algorithm OR (algorithmics OR algorithmssics))

DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure di Xiong, Yunfan, Zhang, Ruoyu, Li, Yanzeng, Wu, Tianhao, Zou, Lei

Sommario: “... faster speculative decoding algorithm with a novel dynamic token tree structure. We begin by bridging...”
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Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech di Geirnaert, Simon, Vanthornhout, Jonas, Francart, Tom, Bertrand, Alexander

Sommario: “...Correlation-based auditory attention decoding (AAD) algorithms exploit neural tracking mechanisms...”
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Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers di Candussio, Sara, Saveri, Gaia, Sarti, Gabriele, Bortolussi, Luca

Sommario: “...-driven learning algorithms. If such embeddings are semantically consistent, i.e. if similar...”
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Colour Codes Reach Surface Code Performance using Vibe Decoding di Koutsioumpas, Stergios, Noszko, Tamas, Sayginel, Hasan, Webster, Mark, Roffe, Joschka

Sommario: “... with the fact that localised statistics decoding is a parallel algorithm, makes VibeLSD suitable...”
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Exponential Lower Bounds for 2-query Relaxed Locally Decodable Codes di Block, Alexander R., Blocki, Jeremiah, Cheng, Kuan, Grigorescu, Elena, Li, Xin, Zheng, Yu, Zhu, Minshen

Sommario: “...Locally Decodable Codes (LDCs) are error-correcting codes $C\colonΣ^n\rightarrow Σ^m,$ encoding...”
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AI-Enabled Decoding of Qubit Loss for Quantum Error-Correcting Codes di Wang, Yuqing, Nie, Xiaotian, Dai, Jiale, Ni, Zhongyi, Zhang, Tao, Zhai, Hui, Chen, Linghui

Sommario: “... the traditional minimum-weight perfect matching (MWPM) algorithm and even delayed-erasure MWPM decoders that use...”
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Towards Scalable Quaternary Message-Passing Decoding for Quantum Error Correction di Zhang, Boqing, Pfister, Henry D., Yao, Hanwen, Niu, Siyuan

Sommario: “... method and offers insight into when MP algorithms can genuinely scale. Taken together, these results...”
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Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network di Xiong, Tianyu, Wurster, Skylar W., Guo, Hanqi, Peterka, Tom, Shen, Han-Wei

Sommario: “... into uncertainty-aware volume visualization algorithms. To prevent the misalignment between the quantified variance...”
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Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training di Zoumpourlis, Georgios, Patras, Ioannis

Sommario: “.... Our algorithm outperforms all of the methods in both 5-fold cross-validation and leave-one-subject-out...”
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Generalized Restart Mechanism for Successive-Cancellation Flip Decoding of Polar Codes di Sagitov, Ilshat, Pillet, Charles, Balatsoukas-Stimming, Alexios, Giard, Pascal

Sommario: “... lengths. Successive-cancellation flip (SCF) decoding algorithm was proposed to improve error-correction...”
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Layered Normalized Min-Sum Decoding with Bit Flipping for FDPC Codes di Hosseinzadeh, Niloufar, Moradi, Mohsen, Mahdavifar, Hessam

Sommario: “... algorithm for the FDPC codes. We also introduce a syndrome-guided bit flipping (SGBF) method to enhance...”
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Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes di Mi, Xiangjun, Mueller, Frank

Sommario: “... conventional algorithms result in limited accuracy (i.e., suppression of logical errors) and high overheads...”
Testo

Efficient LLM Inference over Heterogeneous Edge Networks with Speculative Decoding di Zhu, Bingjie, Chen, Zhixiong, Zhao, Liqiang, Shin, Hyundong, Nallanathan, Arumugam

Sommario: “... communication resource allocation, and develop a dynamic programming algorithm for joint batching...”
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Criss-Cross Deletion Correcting Codes: Optimal Constructions with Efficient Decoders di Sun, Yubo, Ge, Gennian

Sommario: “.... We propose decoding algorithms with a time complexity of $O(n^2)$ for our codes, which are optimal...”
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Decoding PANoptosis in Gout: Signature Gene Identification and Immune Infiltration Profiling di Junjie Cao, Aifang Li, Gaiying Luo, Zhen Wu, Yuan Liu

Sommario: “...Decoding PANoptosis in Gout: Signature Gene Identification and Immune Infiltration Profiling Junjie...”
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Decoding Quantum Search Advantage: The Critical Role of State Properties in Random Walks di Zhou, Si-Qi, Liang, Jin-Min, Ding, Ziheng, Chen, Zhihua, Fei, Shao-Ming, Ma, Zhihao

Sommario: “...Quantum algorithms have demonstrated provable speedups over classical counterparts, yet...”
Testo

Improved Decoding Algorithms for MDS and Almost-MDS Codesfrom Twisted GRS Codes di Wang, Guodong, Liu, Hongwei, Luo, Jinquan

Sommario: “... decoding algorithm. Secondly, we further study decoding of almost-MDS TGRS codes and provide a decoding...”
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From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models di Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Sommario: “... explore three areas under a unified mathematical formalism: token-level generation algorithms, meta...”
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A Fast Decoding Algorithm for Generalized Reed-Solomon Codes and Alternant Codes di Tang, Nianqi, Han, Yunghsiang S., Pei, Danyang, Chen, Chao

Sommario: “.... Then a fast decoding algorithm is proposed, which has a computational complexity of $O(n\log(n-k) + (n-k...”
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A High-Performance List Decoding Algorithm for Surface Codes with Erroneous Syndrome di Liang, Jifan, Wang, Qianfan, Li, Lvzhou, Ma, Xiao

Sommario: “... of the existing decoding algorithms for surface codes need extra measurements to correct syndromes with errors...”
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