Risultati della ricerca - decoding (algorithm OR (algorithmssic OR Algorithmsssic))

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification di Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Sommario: “... costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We...”
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BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning di Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Sommario: “... with a Pointer-Network decoder and Diverse Beam Search to predict high-quality orderings. By treating...”
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Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference di Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Sommario: “... are selected algorithmically, via a dynamic-programming objective that maximizes cross-layer similarity over a...”
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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces di Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

Sommario: “... deployment of decoding algorithms for EEG-based BCI. ...”
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CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs di He, Yicheng, Zhao, Zheng, Kaiyu, Zhou, Dai, Bryan, Fu, Jie, Yang, Yonghui

Sommario: “... is to investigate whether the model's neural dynamics encode internally decodable signals that are predictive...”
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CompleteRXN: Toward Completing Open Chemical Reaction Databases di Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Sommario: “... baselines, including a novel encoder-decoder reaction completion model with constrained decoding...”
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Study of cognitive component of auditory attention to natural speech events di Nguyen, Nhan D. T., Mikkelsen, Kaare, Kidmose, Preben

Sommario: “... attention decoding (AAD) methods is based on algorithms that find a relation between the audio envelope...”
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Large-Language-Model Enabled Semantic Communication Systems di Wang, Zhenyi, Zou, Li, Wei, Shengyun, Li, Kai, Liao, Feifan, Mi, Haibo, Lai, Rongxuan

Sommario: “... framework, named LLM-SC, that applies LLMs directly to the physical layer coding and decoding for the first...”
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Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation di Russo, John S., Shiels, Thomas A., Lin, Chin-Hsuan Sophie, John, Sam E., Grayden, David B.

Sommario: “... on the current MS-BCI literature by highlighting the feasibility of decoding MS imagined movement. We collected...”
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Error Mitigation of Fault-Tolerant Quantum Circuits with Soft Information di Zhou, Zeyuan, Pexton, Shaun, Kubica, Aleksander, Ding, Yongshan

Sommario: “... soft information naturally produced by QEC decoders, requiring no additional data, hardware...”
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Robust Single-shot Structured Light 3D Imaging via Neural Feature Decoding di Li, Jiaheng, Dai, Qiyu, Li, Lihan, Chakravarthula, Praneeth, Sun, He, Chen, Baoquan, Chen, Wenzheng

Sommario: “... structured light methods typically decode depth correspondences through pixel-domain matching algorithms...”
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A Persistent-State Dataflow Accelerator for Memory-Bound Linear Attention Decode on FPGA di Gupta, Neelesh, Wang, Peter, Kannan, Rajgopal, Prasanna, Viktor K.

Sommario: “..., not algorithmic, as all subquadratic sequence models exhibit arithmetic intensities below 1 FLOP/B at decode time...”
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Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale di Bu, Tianci, Lyu, Yuan, Chen, Zixi, Song, Chendong, Liang, Hong, Gurung, Tsepten, Fan, Yuwei, Ye, Yinyu, Zhou, Zijie

Sommario: “...) and replicated across many DP workers, every decode step ends in a synchronization barrier whose latency is set...”
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RTP-LLM: High-Performance Alibaba LLM Inference Engine di Tan, Boyu, Guo, Jiarui, Lv, Zongwei, Sun, Hanbo, Yang, Tong, Liu, Kan, Shi, Xinfei, Hu, Zetao, Yu, Yaxin, Zhang, Chi, Zhang, Jianning, Yang, Xi, Zhang, Wei, Cai, Bo, Zhou, Silu, Wang, Xiyu, He, Na, Yu, Yinghao, Bao, Wending, Huang, Guiyang, Yuan, Yuxing, Yin, Juncheng, Wang, Nan, Yang, Lin, Zhang, Zechao, Chen, Lu, Li, Guoding, Lan, Tao, Qu, Lin

Sommario: “... speculative decoding supporting multiple algorithms, adaptive KV cache quantization, and decoupled multimodal...”
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SuperFormer: Unet‐Like Super Token Transformer for Medical Image Segmentation di Wenshuai Zhang, Lei Wang, Pengcheng Dai, Zhiyao Liu, Juan Wang, Qun Liu

Sommario: “...: SuperFormer.SuperFormer is a hierarchical encoder‐decoder network with two compelling designs: (1) It introduces the super...”
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SEDNet: Real‐Time Semantic Segmentation Algorithm Based on STDC di Sugang Ma, Ziyi Zhao, Zhiqiang Hou, Wangsheng Yu, Xiaobao Yang, Xiangmo Zhao

Sommario: “... segmentation algorithm based on the STDC network. The algorithm adopts an “encoder–decoder” embedded in a U...”
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Reinforcement Learning for Near-Optimal Design of Zero-Delay Codes for Markov Sources di Cregg, Liam, Linder, Tamas, Yuksel, Serdar

Sommario: “..., where the goal is to encode and decode a finite-alphabet Markov source without any delay. It has been...”
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Sparsifying dimensionality reduction of PDE solution data with Bregman learning di Heeringa, Tjeerd Jan, Brune, Christoph, Guo, Mengwu

Sommario: “... to suboptimal latent dimensionality. To overcome these, we propose a multistep algorithm that induces sparsity...”
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Designing lensless imaging systems to maximize information capture di Kabuli, Leyla A., Pinkard, Henry, Markley, Eric, Hung, Clara S., Waller, Laura

Sommario: “... measurements, then a computational decoding algorithm to reconstruct images. In this work, we evaluate...”
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Benchmarking fault-tolerant quantum computing hardware via QLOPS di Kong, Linghang, Zhang, Fang, Chen, Jianxin

Sommario: “... but not limited to cryptography, machine learning, materials science, etc. To run quantum algorithms...”
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