Search Results - decoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “…Large Language Models (LLMs) based on autoregressive, decoder-only Transformers generate text one…”
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MiniCPM4: Ultra-Efficient LLMs on End Devices by 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 of Contents: “…: model architecture, training data, training algorithms, and inference systems. Specifically, in terms…”
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Parallel Sampling via Autospeculation by Anari, Nima, Baronio, Carlo, Chen, CJ, Haqi, Alireza, Koehler, Frederic, Li, Anqi, Vuong, Thuy-Duong

Table of Contents: “…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 by Nasser, Marc M, Poitevin, Frédéric, Dalton, Kevin M

Table of Contents: “… 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 by Zheng, Zirui, Chen, Yingyang, Pei, Xinyue, Wang, Xingwei, Liu, Zhiquan, Tsiftsis, Theodoros A., Wen, Miaowen, Fan, Pingzhi

Table of Contents: “… 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 by Yang, Runze, Peng, Hao, Liu, Chunyang, Li, Angsheng

Table of Contents: “…, 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 by Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

Table of Contents: “… 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 by Mamaghani, Milad Tatar, Zhou, Xiangyun, Yang, Nan, Swindlehurst, A. Lee

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

Table of Contents: “… 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 by Wang, Zhiyuan, Chen, Bokui, Qu, Xiaoyang, Hong, Zhenhou, Xiao, Jing, Wang, Jianzong

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

Table of Contents: “… 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 by Kim, Ho Heon, Jeong, Won Chan, Ko, Young Shin, Park, Young Jin

Table of Contents: “… 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 by Deineko, Elija, Kehrt, Carina

Table of Contents: “… 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 by Chaudhry, Faris, Gadkari, Siddhant

Table of Contents: “… 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 by Hellwig, Philipp, Zuidema, Willem, Stevenson, Claire E., Lewis, Martha

Table of Contents: “… 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 by Heikkilä, Tommi, Heikkinen, Sara, Rimppi, Riina, Helin, Tapio

Table of Contents: “… 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 by Li, Jiajie, Shen, Sihui, Gross, Warren J.

Table of Contents: “…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 by Zhu, Yanzhang, Peng, Chen-Yu, Chen, Yun Hao, Ueng, Yeong-Luh, Wu, Di

Table of Contents: “… 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 by Kent, Charles Theodore, Bagheriye, Leila, Kwisthout, Johan

Table of Contents: “… 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 by 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 of Contents: “… scheduling algorithm augmented with predicted resource usage to avoid decode scheduling hotspots. Results…”
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