Suchergebnisse - decoding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

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

Inhaltsangabe: “… , 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 von Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Inhaltsangabe: “… 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 von Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Inhaltsangabe: “… 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 von Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Inhaltsangabe: “… 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 von Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

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

Inhaltsangabe: “… 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 von Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Inhaltsangabe: “… 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 von Çakmak, Burak, Gkiouzepi, Eleni, Opper, Manfred, Caire, Giuseppe

Inhaltsangabe: “… 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 von Efird, Cory, Murphy, Alex, Zylberberg, Joel, Fyshe, Alona

Inhaltsangabe: “… 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 von Sui, Zeping, Ngo, Hien Quoc, Van Chien, Trinh, Matthaiou, Michail, Hanzo, Lajos

Inhaltsangabe: “… . 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 von Khisa, Shreya, Elhattab, Mohamad, Assi, Chadi, Sharafeddine, Sanaa

Inhaltsangabe: “… -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 von Salwasser, Daniel, Seemaier, Daniel, Gottesbüren, Lars, Sanders, Peter

Inhaltsangabe: “… . 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 von Buhai, Rares-Darius, Hsieh, Jun-Ting, Jain, Aayush, Kothari, Pravesh K.

Inhaltsangabe: “… ^{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 von Yusuyin, Saierdaer, Ma, Te, Huang, Hao, Ou, Zhijian

Inhaltsangabe: “… 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 von Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Inhaltsangabe: “… , 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 von Harary, Marc

Inhaltsangabe: “… 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 von Jiang, Zhonghua, Li, Kunxi, Zhou, Yiyun, Liu, Sihao, Wang, Zhaode, lv, Chengfei, Zhang, Shengyu

Inhaltsangabe: “… 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 von Jie Wang, YanChao Lai, Xuehan Wang, Jinhui Li, Yanqin Wang, Shegang Shao, Minmin Yuan

Inhaltsangabe: “… 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 von Bei Tian, Gang Xiao, Yu Shen, Xingwei Jiang

Inhaltsangabe: “… 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 von Bariffi, Jessica, Bartz, Hannes, Liva, Gianluigi, Rosenthal, Joachim

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