Résultats de la recherche - decoding ((algorithmics OR (Algorithmsssics OR Algorithmsssics)) OR (algorithm OR algorithm))

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

Table des matières: “…Large Language Models (LLMs) based on autoregressive, decoder-only Transformers generate text one…”
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MiniCPM4: Ultra-Efficient LLMs on End Devices par 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

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

Table des matières: “…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 par Nasser, Marc M, Poitevin, Frédéric, Dalton, Kevin M

Table des matières: “… 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 par Zheng, Zirui, Chen, Yingyang, Pei, Xinyue, Wang, Xingwei, Liu, Zhiquan, Tsiftsis, Theodoros A., Wen, Miaowen, Fan, Pingzhi

Table des matières: “… 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 par Yang, Runze, Peng, Hao, Liu, Chunyang, Li, Angsheng

Table des matières: “…, 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 par Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Table des matières: “… 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 par Mamaghani, Milad Tatar, Zhou, Xiangyun, Yang, Nan, Swindlehurst, A. Lee

Table des matières: “…). 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 par Kar, Purna, Bird, Jordan J., Xing, Yangang, Sumich, Alexander, Knight, Andrew, Lotfi, Ahmad, van Barthold, Benedict Carpenter

Table des matières: “… 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 par Wang, Zhiyuan, Chen, Bokui, Qu, Xiaoyang, Hong, Zhenhou, Xiao, Jing, Wang, Jianzong

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

Table des matières: “… 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 par Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Table des matières: “… 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 par Deineko, Elija, Kehrt, Carina

Table des matières: “… 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 par Chaudhry, Faris, Gadkari, Siddhant

Table des matières: “… 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 par Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Table des matières: “… 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 par Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Table des matières: “… 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 par Li, Jiajie, Shen, Sihui, Gross, Warren J.

Table des matières: “…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 par Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Table des matières: “… 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 par Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Table des matières: “… 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 par Hu, Cunchen, Huang, Heyang, Xu, Liangliang, Chen, Xusheng, Xu, Jiang, Chen, Shuang, Feng, Hao, Wang, Chenxi, Wang, Sa, Bao, Yungang, Sun, Ninghui, Shan, Yizhou

Table des matières: “… scheduling algorithm augmented with predicted resource usage to avoid decode scheduling hotspots. Results…”
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