Suchergebnisse - decoding (algorithmicsics OR (algorithm OR (Algorithmssssics OR (algorithm OR algorithm))))

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

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

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

Inhaltsangabe: “… 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 von Nasser, Marc M, Poitevin, Frédéric, Dalton, Kevin M

Inhaltsangabe: “… 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 von Zheng, Zirui, Chen, Yingyang, Pei, Xinyue, Wang, Xingwei, Liu, Zhiquan, Tsiftsis, Theodoros A., Wen, Miaowen, Fan, Pingzhi

Inhaltsangabe: “… 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 von Yang, Runze, Peng, Hao, Liu, Chunyang, Li, Angsheng

Inhaltsangabe: “… , 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 von Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Inhaltsangabe: “… 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 von Mamaghani, Milad Tatar, Zhou, Xiangyun, Yang, Nan, Swindlehurst, A. Lee

Inhaltsangabe: “… ). 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 von Kar, Purna, Bird, Jordan J., Xing, Yangang, Sumich, Alexander, Knight, Andrew, Lotfi, Ahmad, van Barthold, Benedict Carpenter

Inhaltsangabe: “… 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 von Wang, Zhiyuan, Chen, Bokui, Qu, Xiaoyang, Hong, Zhenhou, Xiao, Jing, Wang, Jianzong

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

Inhaltsangabe: “… 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 von Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Inhaltsangabe: “… 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 von Deineko, Elija, Kehrt, Carina

Inhaltsangabe: “… 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 von Chaudhry, Faris, Gadkari, Siddhant

Inhaltsangabe: “… 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 von Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Inhaltsangabe: “… 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 von Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Inhaltsangabe: “… 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 von Li, Jiajie, Shen, Sihui, Gross, Warren J.

Inhaltsangabe: “… 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 von Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Inhaltsangabe: “… 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 von Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

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

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