Risultati della ricerca - Decoding (algorithm OR algorithmicsic)

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

Sommario: “... 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 di Tian, Feiyan, Chen, Xiaoming, Huang, Chongwen, Zhang, Zhaoyang

Sommario: “... 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 di Pankratov, Sergey, Alistarh, Dan

Sommario: “... ``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 di Lv, Yansong, Dai, Jingxin, Wang, Yuhuan, Yin, Hang, Yang, Zhanxin

Sommario: “...-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 di Finkelstein, Mara, Naskar, Subhajit, Mirzazadeh, Mehdi, Shah, Apurva, Freitag, Markus

Sommario: “... 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 di Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Sommario: “....-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 di von Bank, Alexander, Edelmann, Eike-Manuel, Mandelbaum, Jonathan, Schmalen, Laurent

Sommario: “...-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 di Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

Sommario: “... 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 di 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

Sommario: “... 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 di Xia, Yuxuan, Wang, Siheng, Li, Peng

Sommario: “... 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 di Yao, Yuanyuan, Geirnaert, Simon, Tuytelaars, Tinne, Bertrand, Alexander

Sommario: “... 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 di Trabelsi, Firas, Vilar, David, Finkelstein, Mara, Freitag, Markus

Sommario: “... 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 di Bitaraf, Ehsan, Jafarpour, Maryam

Sommario: “... 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 di Constantinou, Anthony C., Higgins, Nicholas, Kitson, Neville K.

Sommario: “... 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 di Wang, Ming, Li, Ang, Mueller, Frank

Sommario: “... 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 di Shen, Li, Wu, Yongpeng, Gao, Zhen, Xu, Yin, You, Xiaohu, Gao, Xiqi, Zhang, Wenjun

Sommario: “...) 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 di Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Sommario: “...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 di Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Sommario: “... 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 di Mustafa, Raza Ul, Dupart, Roi, Smith, Gabrielle, Ashraf, Noman, Japkowicz, Nathalie

Sommario: “... 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 di Sadeghi, Maryam, Khodaiemehr, Hassan, Feng, Chen

Sommario: “... this, we develop an efficient decoding algorithm designed specifically for full-diversity Construction-D...”
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