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

Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators di Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

Sommario: “..., focusing on simultaneously pruning the encoder and decoder of an autoencoder. We introduce two new mutation...”
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Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification di Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Sommario: “... costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We...”
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BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning di Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Sommario: “... with a Pointer-Network decoder and Diverse Beam Search to predict high-quality orderings. By treating...”
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Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference di Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Sommario: “... are selected algorithmically, via a dynamic-programming objective that maximizes cross-layer similarity over a...”
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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces di Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

Sommario: “... deployment of decoding algorithms for EEG-based BCI. ...”
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CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs di He, Yicheng, Zhao, Zheng, Kaiyu, Zhou, Dai, Bryan, Fu, Jie, Yang, Yonghui

Sommario: “... is to investigate whether the model's neural dynamics encode internally decodable signals that are predictive...”
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CompleteRXN: Toward Completing Open Chemical Reaction Databases di Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Sommario: “... baselines, including a novel encoder-decoder reaction completion model with constrained decoding...”
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Joint Message Detection and Channel Estimation for Unsourced Random Access in Cell-Free User-Centric Wireless Networks di Çakmak, Burak, Gkiouzepi, Eleni, Opper, Manfred, Caire, Giuseppe

Sommario: “... is to devise and analyze a \emph{centralized} decoder to detect the transmitted messages (without prior...”
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Finding Shared Decodable Concepts and their Negations in the Brain di Efird, Cory, Murphy, Alex, Zylberberg, Joel, Fyshe, Alona

Sommario: “... embeddings. We then use a novel adaptation of the DBSCAN clustering algorithm to cluster the parameters...”
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RIS-Assisted Cell-Free Massive MIMO Relying on Reflection Pattern Modulation di Sui, Zeping, Ngo, Hien Quoc, Van Chien, Trinh, Matthaiou, Michail, Hanzo, Lajos

Sommario: “.... Then, upon exploiting a so-called large-scale fading decoding (LSFD) scheme, the uplink signal...”
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Optimizing Multi-User Uplink Cooperative Rate-Splitting Multiple Access: Efficient User Pairing and Resource Allocation di Khisa, Shreya, Elhattab, Mohamad, Assi, Chadi, Sharafeddine, Sanaa

Sommario: “...-game (MG)-based approach where the SUS algorithm is used to select CCU in each pair which assists...”
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Tera-Scale Multilevel Graph Partitioning di Salwasser, Daniel, Seemaier, Daniel, Gottesbüren, Lars, Sanders, Peter

Sommario: “.... Recent work has seen tremendous progress in speeding up partitioning algorithms through parallelism...”
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The Quasi-Polynomial Low-Degree Conjecture is False di Buhai, Rares-Darius, Hsieh, Jun-Ting, Jain, Aayush, Kothari, Pravesh K.

Sommario: “...^{1/(k-1)}(n))}$ time. Our construction relies on algorithms for list-decoding for noisy polynomial...”
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Pronunciation-Lexicon Free Training for Phoneme-based Crosslingual ASR via Joint Stochastic Approximation di Yusuyin, Saierdaer, Ma, Te, Huang, Hao, Ou, Zhijian

Sommario: “... stochastic approximation (JSA) algorithm, which is a stochastic extension of the EM (expectation-maximization...”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) in Large-Scale Systems di Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Sommario: “..., multiplexers, decoders, and related components. This work presents an algorithm-hardware co-design approach...”
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A Courcelle-Type Metatheorem for Rank-Bounded Unconstrained Binary Optimization di Harary, Marc

Sommario: “...We present the first uniform XP exact algorithm for unconstrained binary optimization of quadratic...”
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PureKV: Plug-and-Play KV Cache Optimization with Spatial-Temporal Sparse Attention for Vision-Language Large Models di Jiang, Zhonghua, Li, Kunxi, Zhou, Yiyun, Liu, Sihao, Wang, Zhaode, lv, Chengfei, Zhang, Shengyu

Sommario: “... as the constantly growing key value (KV) cache size, severely hinder the prefilling and decoding stages. Recent...”
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Separating Overlapping Birdsongs Enhances the Reliability of Avian Vocal Activity Analysis di Jie Wang, YanChao Lai, Xuehan Wang, Jinhui Li, Yanqin Wang, Shegang Shao, Minmin Yuan

Sommario: “... of automated identification and ecological analysis. This study uses an improved deep learning algorithm...”
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Optimal Task Allocation and Sequencing for Flight Test Based on a Memetic Algorithm With Lexicographic Optimisation di Bei Tian, Gang Xiao, Yu Shen, Xingwei Jiang

Sommario: “... characteristics with the optimisation of the FTD and the TTC in a sequential manner. Then, a memetic algorithm...”
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Error-Correction Performance of Regular Ring-Linear LDPC Codes over Lee Channels di Bariffi, Jessica, Bartz, Hannes, Liva, Gianluigi, Rosenthal, Joachim

Sommario: “... and a low-complexity symbol message passing decoding algorithm and compare the performances...”
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