Resultados de búsqueda - decoding (Algorithmssicsics OR (algorithm OR (algorithm OR algorithm)))

Large Language Model Partitioning for Low-Latency Inference at the Edge por Kafetzis, Dimitrios, Khalili, Ramin, Koutsopoulos, Iordanis

Tabla de Contenidos: “…Large Language Models (LLMs) based on autoregressive, decoder-only Transformers generate text one…”
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MiniCPM4: Ultra-Efficient LLMs on End Devices por MiniCPM Team, Xiao, Chaojun, Li, Yuxuan, Han, Xu, Bai, Yuzhuo, Cai, Jie, Chen, Haotian, Chen, Wentong, Cong, Xin, Cui, Ganqu, Ding, Ning, Fan, Shengda, Fang, Yewei, Fu, Zixuan, Guan, Wenyu, Guan, Yitong, Guo, Junshao, Han, Yufeng, He, Bingxiang, Huang, Yuxiang, Ji, Baoxi, Kong, Cunliang, Li, Qiuzuo, Li, Siyuan, Li, Wenhao, Li, Xin, Li, Yanghao, Li, Yishan, Li, Zhen, Liu, Dan, Lin, Biyuan, Lin, Yankai, Long, Xiang, Lu, Quanyu, Lu, Yaxi, Luo, Peiyan, Lyu, Hongya, Ou, Litu, Pan, Yinxu, Pu, Lushi, Qu, Zekai, Shi, Qundong, Song, Zijun, Su, Jiayuan, Su, Zhou, Sun, Ao, Sun, Xianghui, Tang, Peijun, Wang, Fangzheng, Wang, Feng, Wang, Shuo, Wang, Yudong, Wang, Zheng, Wu, Yesai, Xiao, Zhenyu, Xie, Jie, Xie, Zihao, Xu, Xiaoyue, Yan, Yukun, Yuan, Jiarui, Zhang, Jinqian, Zhang, Kaihuo, Zhang, Lei, Zhang, Linyue, Zhang, Xueren, Zhang, Yudi, Zhao, Hengyu, Zhao, Weilin, Zhao, Weilun, Zhao, Yuanqian, Zheng, Zhi, Zhou, Chuyue, Zhou, Ge, Zhou, Jie, Zhou, Wei, Zhou, Yanghao, Zhou, Zihan, Zhou, Zixuan, Liu, Zhiyuan, Zeng, Guoyang, Jia, Chao, Li, Dahai, Sun, Maosong

Tabla de Contenidos: “…: model architecture, training data, training algorithms, and inference systems. Specifically, in terms…”
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Parallel Sampling via Autospeculation por Anari, Nima, Baronio, Carlo, Chen, CJ, Haqi, Alireza, Koehler, Frederic, Li, Anqi, Vuong, Thuy-Duong

Tabla de Contenidos: “…We present parallel algorithms to accelerate sampling via counting in two settings: any-order…”
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Robust Indexing for Challenging Serial X-ray Diffraction Patterns por Nasser, Marc M, Poitevin, Frédéric, Dalton, Kevin M

Tabla de Contenidos: “… regime. We introduce a robust indexing algorithm tailored to this setting. We formulate indexing as a…”
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Towards Autonomous Driving with Short-Packet Rate Splitting: Age of Information Analysis and Optimization por Zheng, Zirui, Chen, Yingyang, Pei, Xinyue, Wang, Xingwei, Liu, Zhiquan, Tsiftsis, Theodoros A., Wen, Miaowen, Fan, Pingzhi

Tabla de Contenidos: “… expressions for the average AoI (AAoI) of the common stream under partial decoding and the overall AAoI under…”
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Incremental Measurement of Structural Entropy for Dynamic Graphs por Yang, Runze, Peng, Hao, Liu, Chunyang, Li, Angsheng

Tabla de Contenidos: “…, we need to decode the optimal encoding tree corresponding to the best community partitioning for each…”
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Towards an Automated Framework for Realizing Quantum Computing Solutions por Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Tabla de Contenidos: “… for the chosen algorithm, it has to be executed, and the result has to be decoded. To date, each of these tedious…”
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Secure Short-Packet Communications via UAV-Enabled Mobile Relaying: Joint Resource Optimization and 3D Trajectory Design por Mamaghani, Milad Tatar, Zhou, Xiangyun, Yang, Nan, Swindlehurst, A. Lee

Tabla de Contenidos: “…). In this paper, we propose a secure SPC system, where a UAV serves as a mobile decode-and-forward (DF) relay…”
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A Deep Learning Method for Classification of Biophilic Artworks por Kar, Purna, Bird, Jordan J., Xing, Yangang, Sumich, Alexander, Knight, Andrew, Lotfi, Ahmad, van Barthold, Benedict Carpenter

Tabla de Contenidos: “… the deep connection of human beings with nature, we use an artificially intelligent algorithm to recognise…”
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Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training por Wang, Zhiyuan, Chen, Bokui, Qu, Xiaoyang, Hong, Zhenhou, Xiao, Jing, Wang, Jianzong

Tabla de Contenidos: “… federated learning algorithms. To tackle these challenges, we introduce the Federated Split Decision…”
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D-SELD: Dataset-Scalable Exemplar LCA-Decoder por Takaghaj, Sanaz Mahmoodi, Sampson, Jack

Tabla de Contenidos: “… of the human brain and natively mapping Spiking Neural Networks (SNNs). Effective training algorithms for SNNs…”
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Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task Learning por Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Tabla de Contenidos: “… the effectiveness of current algorithms. The COSAS (Cross-Organ and Cross-Scanner Adenocarcinoma Segmentation…”
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Learn to Solve Vehicle Routing Problems ASAP: A Neural Optimization Approach for Time-Constrained Vehicle Routing Problems with Finite Vehicle Fleet por Deineko, Elija, Kehrt, Carina

Tabla de Contenidos: “… VRP with a finite vehicle fleet size. The approach is based on an encoder-decoder architecture…”
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Implicit Statistical Inference in Transformers: Approximating Likelihood-Ratio Tests In-Context por Chaudhry, Faris, Gadkari, Siddhant

Tabla de Contenidos: “… the underlying algorithms remain poorly understood. We adopt a statistical decision-theoretic perspective…”
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Transformer See, Transformer Do: Copying as an Intermediate Step in Learning Analogical Reasoning por Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Tabla de Contenidos: “… with more heterogeneous datasets, where our 3-layer encoder-decoder model outperforms most frontier models…”
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Robust Model-Based Iteration for Passive Gamma Emission Tomography por Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Tabla de Contenidos: “… iterative solver that combines the LM algorithm with a Deep Gauss-Newton step, in which a learned operator…”
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Enhanced Successive Cancellation List Decoder for Long Polar Codes Targeting Air Interface por Li, Jiajie, Shen, Sihui, Gross, Warren J.

Tabla de Contenidos: “…Polar codes are the first codes with a proven capacity-achieving capability, but their decoding…”
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Lottery BP: Unlocking Quantum Error Decoding at Scale por Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Tabla de Contenidos: “… motivates this paper. Existing decoding algorithms (decoders), such as clustering, matching, belief…”
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Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis por Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Tabla de Contenidos: “… algorithm. We further show that the impact of selecting certain population decoding methods is amplified…”
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Inference without Interference: Disaggregate LLM Inference for Mixed Downstream Workloads por Hu, Cunchen, Huang, Heyang, Xu, Liangliang, Chen, Xusheng, Xu, Jiang, Chen, Shuang, Feng, Hao, Wang, Chenxi, Wang, Sa, Bao, Yungang, Sun, Ninghui, Shan, Yizhou

Tabla de Contenidos: “… scheduling algorithm augmented with predicted resource usage to avoid decode scheduling hotspots. Results…”
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