Search Results - Decoding (algorithmicsic OR algorithm)

How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding by He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Table of Contents: “… single decode forward, but reported speedups conflate algorithmic token utilization with the system cost…”
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Exploiting Matrix Information Geometry for Integrated Decoding of Massive Uncoupled Unsourced Random Access by Tian, Feiyan, Chen, Xiaoming, Huang, Chongwen, Zhang, Zhaoyang

Table of Contents: “… is effectively reduced due to the decreasing waiting time. Next, we propose an integrated decoding algorithm…”
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Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks by Pankratov, Sergey, Alistarh, Dan

Table of Contents: “… ``tight'' lower bounds on the runtime of any deterministic speculative generation algorithm…”
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Balanced Low-Complexity and Flexible Error-Correction List Flip Decoding for Polar Codes by Lv, Yansong, Dai, Jingxin, Wang, Yuhuan, Yin, Hang, Yang, Zhanxin

Table of Contents: “…-DSCLF decoder achieves up to a 51.1\% average complexity reduction compared to the D-SCLF algorithm…”
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MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods by Finkelstein, Mara, Naskar, Subhajit, Mirzazadeh, Mehdi, Shah, Apurva, Freitag, Markus

Table of Contents: “… at training time, while using an efficient decoding algorithm at inference time. Using the canonical NLG task…”
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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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Spiking Neural Belief Propagation Decoder for LDPC Codes with Small Variable Node Degrees by von Bank, Alexander, Edelmann, Eike-Manuel, Mandelbaum, Jonathan, Schmalen, Laurent

Table of Contents: “…-notable-amplitude spiking-neural-network (ELENA-SNN) decoder, a novel decoding algorithm for low-density…”
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Breaking Through the Spike: Spike Window Decoding for Accelerated and Precise Automatic Speech Recognition by Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

Table of Contents: “… Window Decoding algorithm, which greatly improves the inference speed by making the number of frames…”
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AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding by Li, Zikun, Chen, Zhuofu, Delacourt, Remi, Oliaro, Gabriele, Wang, Zeyu, Chen, Qinghan, Lin, Shuhuai, Yang, April, Zhang, Zhihao, Chen, Zhuoming, Lai, Sean, Cheng, Xinhao, Miao, Xupeng, Jia, Zhihao

Table of Contents: “… algorithm that constructs a speculation tree tailored to each request's latency target. It features a…”
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SDCD: Structure-Disrupted Contrastive Decoding for Mitigating Hallucinations in Large Vision-Language Models by Xia, Yuxuan, Wang, Siheng, Li, Peng

Table of Contents: “… in hallucinations. To address this, we introduce a training-free algorithm called Structure-Disrupted Contrastive…”
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Sample-level EEG-based Selective Auditory Attention Decoding with Markov Switching Models by Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Table of Contents: “… the expectation-maximization algorithm. Experimental results demonstrate that this integrated MSM formulation…”
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Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms by Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Table of Contents: “… in the matrix by applying the Alternating Least Squares (ALS) algorithm, thereby enabling a fast approximation…”
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Decoding MIE: A Novel Dataset Approach Using Topic Extraction and Affiliation Parsing by Bitaraf, Ehsan, Jafarpour, Maryam

Table of Contents: “… using the TextRank algorithm. The resulting dataset, available in JSON format, offers a comprehensive…”
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Decoding the mechanisms of the Hattrick football manager game using Bayesian network structure learning by Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Table of Contents: “… the game-engine. We assess the effectiveness of structure learning algorithms in relation to knowledge…”
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Fully Parallelized BP Decoding for Quantum LDPC Codes Can Outperform BP-OSD by Wang, Ming, Li, Ang, Mueller, Frank

Table of Contents: “… decoding algorithm. By monitoring bit-level oscillation patterns during BP, our method identifies…”
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Node-Based Soft-Output Fast Successive Cancellation List Decoding of Polar Codes by Shen, Li, Wu, Yongpeng, Gao, Zhen, Xu, Yin, You, Xiaohu, Gao, Xiqi, Zhang, Wenjun

Table of Contents: “…) decoding algorithm, along with its log-domain implementation and hardware-friendly version. The proposed SO…”
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END$^2$: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions by Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Table of Contents: “…DNN-based watermarking methods have rapidly advanced, with the ``Encoder-Noise Layer-Decoder'' (END…”
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Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models by Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Table of Contents: “… Decoding with Generative Feedback (DeGF), a novel training-free algorithm that incorporates feedback from…”
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Decoding Islamophobic Discourse: Using LLMs to Identify Tropes and Semi-Coded Hate Speech by Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Table of Contents: “… improvements in moderation strategies and algorithmic detection are necessary to address such discourse…”
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Full-Diversity Construction-D Lattices: Design and Decoding Perspective on Block-Fading Channels by Sadeghi, Maryam, Khodaiemehr, Hassan, Feng, Chen

Table of Contents: “… this, we develop an efficient decoding algorithm designed specifically for full-diversity Construction-D…”
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