Résultats de la recherche - Decoding (algorithmssic OR algorithm)

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

Table des matières: “… 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 par Tian, Feiyan, Chen, Xiaoming, Huang, Chongwen, Zhang, Zhaoyang

Table des matières: “… 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 par Pankratov, Sergey, Alistarh, Dan

Table des matières: “… ``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 par Lv, Yansong, Dai, Jingxin, Wang, Yuhuan, Yin, Hang, Yang, Zhanxin

Table des matières: “…-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 par Finkelstein, Mara, Naskar, Subhajit, Mirzazadeh, Mehdi, Shah, Apurva, Freitag, Markus

Table des matières: “… 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 par Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Table des matières: “….-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 par von Bank, Alexander, Edelmann, Eike-Manuel, Mandelbaum, Jonathan, Schmalen, Laurent

Table des matières: “…-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 par Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

Table des matières: “… 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 par 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 des matières: “… 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 par Xia, Yuxuan, Wang, Siheng, Li, Peng

Table des matières: “… 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 par Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Table des matières: “… 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 par Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Table des matières: “… 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 par Bitaraf, Ehsan, Jafarpour, Maryam

Table des matières: “… 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 par Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Table des matières: “… 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 par Wang, Ming, Li, Ang, Mueller, Frank

Table des matières: “… 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 par Shen, Li, Wu, Yongpeng, Gao, Zhen, Xu, Yin, You, Xiaohu, Gao, Xiqi, Zhang, Wenjun

Table des matières: “…) 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 par Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Table des matières: “…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 par Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Table des matières: “… 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 par Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Table des matières: “… 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 par Sadeghi, Maryam, Khodaiemehr, Hassan, Feng, Chen

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