Resultados de búsqueda - Decoding (algorithm OR (algorithmssics OR algorithmssics))

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

Tabla de Contenidos: “… 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 por Tian, Feiyan, Chen, Xiaoming, Huang, Chongwen, Zhang, Zhaoyang

Tabla de Contenidos: “… 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 por Pankratov, Sergey, Alistarh, Dan

Tabla de Contenidos: “… ``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 por Lv, Yansong, Dai, Jingxin, Wang, Yuhuan, Yin, Hang, Yang, Zhanxin

Tabla de Contenidos: “…-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 por Finkelstein, Mara, Naskar, Subhajit, Mirzazadeh, Mehdi, Shah, Apurva, Freitag, Markus

Tabla de Contenidos: “… 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 por Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Tabla de Contenidos: “….-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 por von Bank, Alexander, Edelmann, Eike-Manuel, Mandelbaum, Jonathan, Schmalen, Laurent

Tabla de Contenidos: “…-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 por Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “… 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 por Xia, Yuxuan, Wang, Siheng, Li, Peng

Tabla de Contenidos: “… 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 por Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Tabla de Contenidos: “… 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 por Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Tabla de Contenidos: “… 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 por Bitaraf, Ehsan, Jafarpour, Maryam

Tabla de Contenidos: “… 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 por Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Tabla de Contenidos: “… 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 por Wang, Ming, Li, Ang, Mueller, Frank

Tabla de Contenidos: “… 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 por Shen, Li, Wu, Yongpeng, Gao, Zhen, Xu, Yin, You, Xiaohu, Gao, Xiqi, Zhang, Wenjun

Tabla de Contenidos: “…) 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 por Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Tabla de Contenidos: “…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 por Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Tabla de Contenidos: “… 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 por Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Tabla de Contenidos: “… 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 por Sadeghi, Maryam, Khodaiemehr, Hassan, Feng, Chen

Tabla de Contenidos: “… this, we develop an efficient decoding algorithm designed specifically for full-diversity Construction-D…”
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