Search Results - decoding (algorithmics OR (algorithm OR algorithm))

Joint Detection and Decoding: A Graph Neural Network Approach by Clausius, Jannis, Rübenacke, Marvin, Tandler, Daniel, Brink, Stephan ten

Table of Contents: “… be used to perform joint detection and decoding (JDD). For detection, the GNN is build upon the factor…”
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An Analytical Study of the Min-Sum Approximation for Polar Codes by Chisnevski, Nir, Tal, Ido, Shamai, Shlomo

Table of Contents: “…The min-sum approximation is widely used in the decoding of polar codes. Although it is a numerical…”
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KVShare: An LLM Service System with Efficient and Effective Multi-Tenant KV Cache Reuse by Yang, Huan, Zhang, Renji, Huang, Mingzhe, Wang, Weijun, Tang, Yin, Li, Yuanchun, Liu, Yunxin, Zhang, Deyu

Table of Contents: “… and the attention deviations introduced by new tokens during the decoding stage. In this paper, we present a KV…”
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GASCADE: Grouped Summarization of Adverse Drug Event for Enhanced Cancer Pharmacovigilance by Jamil, Sofia, Dabad, Aryan, Reddy, Bollampalli Areen, Saha, Sriparna, Misra, Rajiv, Shakur, Adil A.

Table of Contents: “… extraction capabilities of Large Language Models (LLMs) with the summarization power of the encoder-decoder…”
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HAMburger: Accelerating LLM Inference via Token Smashing by Liu, Jingyu, Zhang, Ce

Table of Contents: “… optimization on algorithms, systems, and hardware. However, very few works have fundamentally changed…”
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Branch-and-bound method for calculating Viterbi path in triplet Markov models by Soop, Oskar, Lember, Jüri

Table of Contents: “…$ is Markov chain, then such path can be efficiently found using the celebrated Viterbi algorithm. However…”
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OpenZL: A Graph-Based Model for Compression by Collet, Yann, Terrell, Nick, Handte, W. Felix, Rozenblit, Danielle, Zhang, Victor, Zhang, Kevin, Goldschlag, Yaelle, Lee, Jennifer, Gorokhovsky, Elliot, Komornik, Yonatan, Riegel, Daniel, Angelov, Stan, Rotem, Nadav

Table of Contents: “… throughput and low resource utilization. In practice, application-specific compression algorithms…”
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Decoupling Task-Solving and Output Formatting in LLM Generation by Deng, Haikang, Kung, Po-Nien, Peng, Nanyun

Table of Contents: “… aspects could lead to improved performance. To this front, we introduce Deco-G, a decoding framework…”
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AndesVL Technical Report: An Efficient Mobile-side Multimodal Large Language Model by Jin, Zhiwei, Song, Xiaohui, Wang, Nan, Liu, Yafei, Li, Chao, Li, Xin, Wang, Ruichen, Li, Zhihao, Qi, Qi, Cheng, Long, Hao, Dongze, Zheng, Quanlong, Zhang, Yanhao, Ji, Haobo, Ma, Jian, Zheng, Zhitong, Lin, Zhenyi, Deng, Haolin, Zou, Xin, Yin, Xiaojie, Wang, Ruilin, Cai, Liankai, Liu, Haijing, Qiu, Yuqing, Chen, Ke, Li, Zixian, Xie, Chi, Li, Huafei, Li, Chenxing, Wang, Chuangchuang, Tang, Kai, Zhu, Zhiguang, Tang, Kai, Gao, Wenmei, Wang, Rui, Wu, Jun, Liu, Chao, Xie, Qin, Chen, Chen, Lu, Haonan

Table of Contents: “… of AndesVL. Moreover, utilizing our cache eviction algorithm -- OKV -- along with customized speculative…”
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Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference by Bhendawade, Nikhil, Nishu, Kumari, Kundu, Arnav, Bartels, Chris, Cho, Minsik, Belousova, Irina

Table of Contents: “…Speculative decoding accelerates LLM inference by using a draft model to look ahead, but gains…”
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A Preliminary Study on the Promises and Challenges of Native Top-$k$ Sparse Attention by Xiu, Di, Tang, Hongyin, Rong, Bolin, Yan, Lizhi, Wang, Jingang, Lu, Yifan, Cai, Xunliang

Table of Contents: “… into the effectiveness and theoretical mechanisms of the Top-$k$ Attention mechanism during both the decoding…”
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Scalable, Energy-Efficient Optical-Neural Architecture for Multiplexed Deepfake Video Detection by Kashani, Parnian Ghapandar, Chen, Shiqi, Ozcan, Aydogan

Table of Contents: “… on computationally intensive and energy-demanding inference algorithms, limiting their scalability. Here, we present…”
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Bioinspired Sensory Transduction for Magnetic Profile Recognition and Encryption by Ziyue Miao, Xichen Hu, Kai Liu, Shanming Hu, Guihua Yan, Hongwei Tan, Olli Ikkala, Zhong‐Peng Lv, Bo Peng

Table of Contents: “… signals. Machine learning algorithms decode the static and dynamic information with ∼100% and 87.5…”
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Self‐Powered Luminescent Barcode Recognition System Based on Triboelectric‐Induced Electroluminescence by Hui Yu, Zheng Tan, Wei Peng

Table of Contents: “… within 0.2 s through optimized recognition algorithms. This work enables direct decoding of barcode…”
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Sequence‐Defined Oligourethane Isomeric Mixtures for Irreversible Encryption by Lingxiao Guo, Qiangqiang Shi, Jin Zhang, Chunlai Yang, Jiajia Tan, Keyu Li, Jinming Hu, Shiyong Liu

Table of Contents: “… through a bespoke MS/MS decoding algorithm coupled with a predefined ASCII‐mapping scheme. This work…”
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Sequence‐Defined Oligourethane Isomeric Mixtures for Irreversible Encryption by Lingxiao Guo, Qiangqiang Shi, Jin Zhang, Chunlai Yang, Jiajia Tan, Keyu Li, Jinming Hu, Shiyong Liu

Table of Contents: “… can be retrieved only through a bespoke MS/MS decoding algorithm coupled with a predefined ASCII…”
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Predicting Classification Accuracy When Adding New Unobserved Classes by Slavutsky, Yuli, Benjamini, Yuval

Table of Contents: “…-network-based algorithm, "CleaneX", which learns to estimate the accuracy of such classifiers…”
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ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models by Belouadi, Jonas, Eger, Steffen

Table of Contents: “…, and alliteration. We identify and address lack of training data and mismatching tokenization algorithms as possible…”
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Accelerating Learnt Video Codecs with Gradient Decay and Layer-wise Distillation by Peng, Tianhao, Gao, Ge, Sun, Heming, Zhang, Fan, Bull, David

Table of Contents: “… with conventional coding algorithms in term of compression efficiency. However, most learning-based video…”
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Decoding University Hierarchy and Prestige in China through Domestic Ph.D. Hiring Network by Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Table of Contents: “….-granting Chinese universities over three decades. We employ the minimum violation rankings algorithm…”
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